Pandas Profiling Report

Dataset statistics

Number of variables	43
Number of observations	33719
Missing cells	267884
Missing cells (%)	18.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	11.1 MiB
Average record size in memory	344.0 B

Variable types

Numeric	23
Categorical	20

Alerts

`pl_name` has a high cardinality: 5197 distinct values	High cardinality
`hostname` has a high cardinality: 3888 distinct values	High cardinality
`disc_facility` has a high cardinality: 66 distinct values	High cardinality
`pl_refname` has a high cardinality: 1861 distinct values	High cardinality
`st_refname` has a high cardinality: 1701 distinct values	High cardinality
`st_spectype` has a high cardinality: 225 distinct values	High cardinality
`sy_refname` has a high cardinality: 149 distinct values	High cardinality
`rastr` has a high cardinality: 3885 distinct values	High cardinality
`decstr` has a high cardinality: 3894 distinct values	High cardinality
`rowupdate` has a high cardinality: 362 distinct values	High cardinality
`pl_pubdate` has a high cardinality: 265 distinct values	High cardinality
`releasedate` has a high cardinality: 320 distinct values	High cardinality
`pl_orbper` is highly correlated with `disc_facility` and 1 other fields	High correlation
`pl_orbsmax` is highly correlated with `disc_facility` and 1 other fields	High correlation
`pl_rade` is highly correlated with `pl_radj` and 2 other fields	High correlation
`pl_radj` is highly correlated with `disc_facility` and 2 other fields	High correlation
`pl_bmasse` is highly correlated with `pl_bmassj` and 3 other fields	High correlation
`pl_bmassj` is highly correlated with `pl_bmasse` and 3 other fields	High correlation
`pl_orbeccen` is highly correlated with `disc_facility` and 4 other fields	High correlation
`pl_insol` is highly correlated with `pl_bmasse` and 5 other fields	High correlation
`pl_eqt` is highly correlated with `pl_radj` and 5 other fields	High correlation
`st_teff` is highly correlated with `discoverymethod` and 2 other fields	High correlation
`st_rad` is highly correlated with `disc_facility` and 6 other fields	High correlation
`st_mass` is highly correlated with `pl_radj` and 5 other fields	High correlation
`st_logg` is highly correlated with `sy_pnum` and 6 other fields	High correlation
`sy_dist` is highly correlated with `discoverymethod` and 5 other fields	High correlation
`sy_vmag` is highly correlated with `loc_rowid` and 7 other fields	High correlation
`sy_kmag` is highly correlated with `loc_rowid` and 11 other fields	High correlation
`sy_gaiamag` is highly correlated with `loc_rowid` and 9 other fields	High correlation
`discoverymethod` is highly correlated with `loc_rowid` and 9 other fields	High correlation
`disc_facility` is highly correlated with `loc_rowid` and 17 other fields	High correlation
`soltype` is highly correlated with `disc_facility` and 1 other fields	High correlation
`pl_bmassprov` is highly correlated with `loc_rowid` and 7 other fields	High correlation
`default_flag` is highly correlated with `pl_orbeccen`	High correlation
`ra` is highly correlated with `loc_rowid` and 5 other fields	High correlation
`dec` is highly correlated with `loc_rowid` and 7 other fields	High correlation
`loc_rowid` is highly correlated with `discoverymethod` and 8 other fields	High correlation
`sy_snum` is highly correlated with `disc_facility`	High correlation
`sy_pnum` is highly correlated with `st_logg`	High correlation
`disc_year` is highly correlated with `loc_rowid` and 6 other fields	High correlation
`ttv_flag` is highly correlated with `disc_year`	High correlation
`pl_orbper` has 2845 (8.4%) missing values	Missing
`pl_orbsmax` has 15252 (45.2%) missing values	Missing
`pl_rade` has 10403 (30.9%) missing values	Missing
`pl_radj` has 23236 (68.9%) missing values	Missing
`pl_bmasse` has 28726 (85.2%) missing values	Missing
`pl_bmassj` has 28727 (85.2%) missing values	Missing
`pl_bmassprov` has 28726 (85.2%) missing values	Missing
`pl_orbeccen` has 16824 (49.9%) missing values	Missing
`pl_insol` has 19437 (57.6%) missing values	Missing
`pl_eqt` has 18385 (54.5%) missing values	Missing
`st_spectype` has 31764 (94.2%) missing values	Missing
`st_teff` has 2377 (7.0%) missing values	Missing
`st_rad` has 2257 (6.7%) missing values	Missing
`st_mass` has 5237 (15.5%) missing values	Missing
`st_met` has 12431 (36.9%) missing values	Missing
`st_metratio` has 12620 (37.4%) missing values	Missing
`st_logg` has 5939 (17.6%) missing values	Missing
`sy_dist` has 793 (2.4%) missing values	Missing
`sy_vmag` has 422 (1.3%) missing values	Missing
`sy_kmag` has 443 (1.3%) missing values	Missing
`sy_gaiamag` has 726 (2.2%) missing values	Missing
`pl_orbper` is highly skewed (γ1 = 175.5148307)	Skewed
`pl_orbsmax` is highly skewed (γ1 = 68.85274754)	Skewed
`pl_rade` is highly skewed (γ1 = 49.08722241)	Skewed
`pl_insol` is highly skewed (γ1 = 23.8063538)	Skewed
`st_rad` is highly skewed (γ1 = 23.0423617)	Skewed
`loc_rowid` is uniformly distributed	Uniform
`loc_rowid` has unique values	Unique
`pl_orbeccen` has 13601 (40.3%) zeros	Zeros
`st_met` has 749 (2.2%) zeros	Zeros

Reproduction

Analysis started	2022-11-07 19:46:41.142558
Analysis finished	2022-11-07 19:48:25.936124
Duration	1 minute and 44.79 seconds
Software version	pandas-profiling v3.4.0
Download configuration	config.json

loc_rowid
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	33719
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16860

Minimum	1
Maximum	33719
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1686.9
Q1	8430.5
median	16860
Q3	25289.5
95-th percentile	32033.1
Maximum	33719
Range	33718
Interquartile range (IQR)	16859

Descriptive statistics

Standard deviation	9733.9812
Coefficient of variation (CV)	0.5773417082
Kurtosis	-1.2
Mean	16860
Median Absolute Deviation (MAD)	8430
Skewness	0
Sum	568502340
Variance	94750390
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
22491	1	< 0.1%
22489	1	< 0.1%
22488	1	< 0.1%
22487	1	< 0.1%
22486	1	< 0.1%
22485	1	< 0.1%
22484	1	< 0.1%
22483	1	< 0.1%
22482	1	< 0.1%
Other values (33709)	33709	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
33719	1	< 0.1%
33718	1	< 0.1%
33717	1	< 0.1%
33716	1	< 0.1%
33715	1	< 0.1%
33714	1	< 0.1%
33713	1	< 0.1%
33712	1	< 0.1%
33711	1	< 0.1%
33710	1	< 0.1%

pl_name
Categorical

HIGH CARDINALITY

Distinct	5197
Distinct (%)	15.4%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

TrES-2 b	32
GJ 436 b	21
HAT-P-7 b	21
HD 189733 b	20
Kepler-10 b	19
Other values (5192)	33606

Length

Max length	29
Median length	28
Mean length	11.69919037
Min length	5

Characters and Unicode

Total characters	394485
Distinct characters	63
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	775 ?
Unique (%)	2.3%

Sample

1st row	11 Com b
2nd row	11 Com b
3rd row	11 UMi b
4th row	11 UMi b
5th row	11 UMi b

Common Values

Value	Count	Frequency (%)
TrES-2 b	32	0.1%
GJ 436 b	21	0.1%
HAT-P-7 b	21	0.1%
HD 189733 b	20	0.1%
Kepler-10 b	19	0.1%
HD 209458 b	19	0.1%
KOI-13 b	19	0.1%
HAT-P-11 b	18	0.1%
Kepler-25 c	17	0.1%
Kepler-7 b	17	0.1%
Other values (5187)	33516	99.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
b	24650	35.0%
c	5890	8.4%
d	2140	3.0%
hd	1739	2.5%
e	737	1.0%
gj	284	0.4%
f	237	0.3%
a	142	0.2%
epic	111	0.2%
hip	105	0.1%
Other values (3983)	34405	48.8%

Most occurring characters

Value	Count	Frequency (%)
e	52419	13.3%
	36721	9.3%
-	32321	8.2%
K	27943	7.1%
r	26009	6.6%
p	25851	6.6%
l	25812	6.5%
b	24640	6.2%
1	22982	5.8%
2	14919	3.8%
Other values (53)	104868	26.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	164197	41.6%
Decimal Number	113161	28.7%
Uppercase Letter	47980	12.2%
Space Separator	36721	9.3%
Dash Punctuation	32321	8.2%
Other Punctuation	64	< 0.1%
Math Symbol	41	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
K	27943	58.2%
H	2675	5.6%
A	2126	4.4%
P	1910	4.0%
D	1814	3.8%
T	1806	3.8%
S	1576	3.3%
L	1242	2.6%
O	1112	2.3%
W	1072	2.2%
Other values (16)	4704	9.8%

Lowercase Letter

Value	Count	Frequency (%)
e	52419	31.9%
r	26009	15.8%
p	25851	15.7%
l	25812	15.7%
b	24640	15.0%
c	5965	3.6%
d	2174	1.3%
o	309	0.2%
f	247	0.2%
a	196	0.1%
Other values (12)	575	0.4%

Decimal Number

Value	Count	Frequency (%)
1	22982	20.3%
2	14919	13.2%
3	11665	10.3%
4	9688	8.6%
5	9450	8.4%
6	9301	8.2%
7	8914	7.9%
8	8893	7.9%
0	8792	7.8%
9	8557	7.6%

Other Punctuation

Value	Count	Frequency (%)
.	62	96.9%
'	2	3.1%

Space Separator

Value	Count	Frequency (%)
	36721	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32321	100.0%

Math Symbol

Value	Count	Frequency (%)
+	41	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	212177	53.8%
Common	182308	46.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	52419	24.7%
K	27943	13.2%
r	26009	12.3%
p	25851	12.2%
l	25812	12.2%
b	24640	11.6%
c	5965	2.8%
H	2675	1.3%
d	2174	1.0%
A	2126	1.0%
Other values (38)	16563	7.8%

Common

Value	Count	Frequency (%)
	36721	20.1%
-	32321	17.7%
1	22982	12.6%
2	14919	8.2%
3	11665	6.4%
4	9688	5.3%
5	9450	5.2%
6	9301	5.1%
7	8914	4.9%
8	8893	4.9%
Other values (5)	17454	9.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	394485	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	52419	13.3%
	36721	9.3%
-	32321	8.2%
K	27943	7.1%
r	26009	6.6%
p	25851	6.6%
l	25812	6.5%
b	24640	6.2%
1	22982	5.8%
2	14919	3.8%
Other values (53)	104868	26.6%

hostname
Categorical

HIGH CARDINALITY

Distinct	3888
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

Kepler-11	85
Kepler-32	76
Kepler-186	75
Kepler-296	69
Kepler-33	62
Other values (3883)	33352

Length

Max length	27
Median length	25
Mean length	9.697737181
Min length	3

Characters and Unicode

Total characters	326998
Distinct characters	63
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	440 ?
Unique (%)	1.3%

Sample

1st row	11 Com
2nd row	11 Com
3rd row	11 UMi
4th row	11 UMi
5th row	11 UMi

Common Values

Value	Count	Frequency (%)
Kepler-11	85	0.3%
Kepler-32	76	0.2%
Kepler-186	75	0.2%
Kepler-296	69	0.2%
Kepler-33	62	0.2%
KOI-351	62	0.2%
Kepler-80	62	0.2%
Kepler-26	60	0.2%
Kepler-20	60	0.2%
Kepler-235	58	0.2%
Other values (3878)	33050	98.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
hd	1738	4.7%
gj	288	0.8%
a	153	0.4%
hip	106	0.3%
epic	101	0.3%
kepler-11	85	0.2%
kepler-32	76	0.2%
kepler-186	75	0.2%
kepler-296	69	0.2%
kepler-80	62	0.2%
Other values (3956)	34031	92.5%

Most occurring characters

Value	Count	Frequency (%)
e	51658	15.8%
-	32314	9.9%
K	27951	8.5%
r	26001	8.0%
p	25835	7.9%
l	25802	7.9%
1	22967	7.0%
2	14918	4.6%
3	11681	3.6%
4	9682	3.0%
Other values (53)	78189	23.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	130461	39.9%
Decimal Number	113115	34.6%
Uppercase Letter	47982	14.7%
Dash Punctuation	32314	9.9%
Space Separator	3065	0.9%
Math Symbol	44	< 0.1%
Other Punctuation	17	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
K	27951	58.3%
H	2677	5.6%
A	2137	4.5%
P	1901	4.0%
D	1813	3.8%
T	1806	3.8%
S	1582	3.3%
L	1242	2.6%
O	1105	2.3%
W	1072	2.2%
Other values (16)	4696	9.8%

Lowercase Letter

Value	Count	Frequency (%)
e	51658	39.6%
r	26001	19.9%
p	25835	19.8%
l	25802	19.8%
o	309	0.2%
a	202	0.2%
n	110	0.1%
t	107	0.1%
c	86	0.1%
i	84	0.1%
Other values (12)	267	0.2%

Decimal Number

Value	Count	Frequency (%)
1	22967	20.3%
2	14918	13.2%
3	11681	10.3%
4	9682	8.6%
5	9428	8.3%
6	9324	8.2%
7	8915	7.9%
8	8879	7.8%
0	8727	7.7%
9	8594	7.6%

Other Punctuation

Value	Count	Frequency (%)
.	15	88.2%
'	2	11.8%

Dash Punctuation

Value	Count	Frequency (%)
-	32314	100.0%

Space Separator

Value	Count	Frequency (%)
	3065	100.0%

Math Symbol

Value	Count	Frequency (%)
+	44	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	178443	54.6%
Common	148555	45.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	51658	28.9%
K	27951	15.7%
r	26001	14.6%
p	25835	14.5%
l	25802	14.5%
H	2677	1.5%
A	2137	1.2%
P	1901	1.1%
D	1813	1.0%
T	1806	1.0%
Other values (38)	10862	6.1%

Common

Value	Count	Frequency (%)
-	32314	21.8%
1	22967	15.5%
2	14918	10.0%
3	11681	7.9%
4	9682	6.5%
5	9428	6.3%
6	9324	6.3%
7	8915	6.0%
8	8879	6.0%
0	8727	5.9%
Other values (5)	11720	7.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	326998	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	51658	15.8%
-	32314	9.9%
K	27951	8.5%
r	26001	8.0%
p	25835	7.9%
l	25802	7.9%
1	22967	7.0%
2	14918	4.6%
3	11681	3.6%
4	9682	3.0%
Other values (53)	78189	23.9%

default_flag
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

0	28522
1	5197

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	33719
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	28522	84.6%
1	5197	15.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	28522	84.6%
1	5197	15.4%

Most occurring characters

Value	Count	Frequency (%)
0	28522	84.6%
1	5197	15.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33719	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	28522	84.6%
1	5197	15.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	33719	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	28522	84.6%
1	5197	15.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33719	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	28522	84.6%
1	5197	15.4%

sy_snum
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

1	31267
2	2196
3	252
4	4

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	33719
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	31267	92.7%
2	2196	6.5%
3	252	0.7%
4	4	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	31267	92.7%
2	2196	6.5%
3	252	0.7%
4	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	31267	92.7%
2	2196	6.5%
3	252	0.7%
4	4	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33719	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	31267	92.7%
2	2196	6.5%
3	252	0.7%
4	4	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	33719	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	31267	92.7%
2	2196	6.5%
3	252	0.7%
4	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33719	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	31267	92.7%
2	2196	6.5%
3	252	0.7%
4	4	< 0.1%

sy_pnum
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.860375456

Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	8
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.185062431
Coefficient of variation (CV)	0.6370017553
Kurtosis	2.312041711
Mean	1.860375456
Median Absolute Deviation (MAD)	0
Skewness	1.538525899
Sum	62730
Variance	1.404372965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	18183	53.9%
2	7562	22.4%
3	4421	13.1%
4	2120	6.3%
5	1068	3.2%
6	277	0.8%
8	62	0.2%
7	26	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	18183	53.9%
2	7562	22.4%
3	4421	13.1%
4	2120	6.3%
5	1068	3.2%
6	277	0.8%
7	26	0.1%
8	62	0.2%

Value	Count	Frequency (%)
8	62	0.2%
7	26	0.1%
6	277	0.8%
5	1068	3.2%
4	2120	6.3%
3	4421	13.1%
2	7562	22.4%
1	18183	53.9%

discoverymethod
Categorical

HIGH CORRELATION

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

Transit	30758
Radial Velocity	2263
Microlensing	404
Transit Timing Variations	120
Imaging	113
Other values (6)	61

Length

Max length	29
Median length	7
Mean length	7.690471248
Min length	7

Characters and Unicode

Total characters	259315
Distinct characters	32
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Radial Velocity
2nd row	Radial Velocity
3rd row	Radial Velocity
4th row	Radial Velocity
5th row	Radial Velocity

Common Values

Value	Count	Frequency (%)
Transit	30758	91.2%
Radial Velocity	2263	6.7%
Microlensing	404	1.2%
Transit Timing Variations	120	0.4%
Imaging	113	0.3%
Eclipse Timing Variations	24	0.1%
Orbital Brightness Modulation	20	0.1%
Pulsar Timing	12	< 0.1%
Astrometry	2	< 0.1%
Pulsation Timing Variations	2	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
transit	30878	85.0%
radial	2263	6.2%
velocity	2263	6.2%
microlensing	404	1.1%
timing	158	0.4%
variations	146	0.4%
imaging	113	0.3%
eclipse	24	0.1%
orbital	20	0.1%
brightness	20	0.1%
Other values (6)	38	0.1%

Most occurring characters

Value	Count	Frequency (%)
i	37022	14.3%
a	35864	13.8%
t	33354	12.9%
n	32146	12.4%
s	31510	12.2%
r	31484	12.1%
T	31036	12.0%
l	5008	1.9%
o	2857	1.1%
e	2714	1.0%
Other values (22)	16320	6.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	220380	85.0%
Uppercase Letter	36327	14.0%
Space Separator	2608	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	37022	16.8%
a	35864	16.3%
t	33354	15.1%
n	32146	14.6%
s	31510	14.3%
r	31484	14.3%
l	5008	2.3%
o	2857	1.3%
e	2714	1.2%
c	2692	1.2%
Other values (9)	5729	2.6%

Uppercase Letter

Value	Count	Frequency (%)
T	31036	85.4%
V	2409	6.6%
R	2263	6.2%
M	424	1.2%
I	113	0.3%
E	24	0.1%
O	20	0.1%
B	20	0.1%
P	14	< 0.1%
A	2	< 0.1%
Other values (2)	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2608	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	256707	99.0%
Common	2608	1.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	37022	14.4%
a	35864	14.0%
t	33354	13.0%
n	32146	12.5%
s	31510	12.3%
r	31484	12.3%
T	31036	12.1%
l	5008	2.0%
o	2857	1.1%
e	2714	1.1%
Other values (21)	13712	5.3%

Common

Value	Count	Frequency (%)
	2608	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	259315	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	37022	14.3%
a	35864	13.8%
t	33354	12.9%
n	32146	12.4%
s	31510	12.2%
r	31484	12.1%
T	31036	12.0%
l	5008	1.9%
o	2857	1.1%
e	2714	1.0%
Other values (22)	16320	6.3%

disc_year
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	30
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2015.06219

Minimum	1992
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	1992
5-th percentile	2009
Q1	2014
median	2016
Q3	2016
95-th percentile	2021
Maximum	2022
Range	30
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.562915187
Coefficient of variation (CV)	0.001768141551
Kurtosis	4.729766959
Mean	2015.06219
Median Absolute Deviation (MAD)	2
Skewness	-1.267795543
Sum	67945882
Variance	12.69436463
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
2016	12829	38.0%
2014	8877	26.3%
2021	2581	7.7%
2012	1012	3.0%
2011	969	2.9%
2013	941	2.8%
2018	900	2.7%
2015	848	2.5%
2020	773	2.3%
2010	540	1.6%
Other values (20)	3449	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1992	6	< 0.1%
1994	2	< 0.1%
1995	5	< 0.1%
1996	41	0.1%
1997	3	< 0.1%
1998	38	0.1%
1999	75	0.2%
2000	77	0.2%
2001	56	0.2%
2002	139	0.4%

Value	Count	Frequency (%)
2022	529	1.6%
2021	2581	7.7%
2020	773	2.3%
2019	471	1.4%
2018	900	2.7%
2017	494	1.5%
2016	12829	38.0%
2015	848	2.5%
2014	8877	26.3%
2013	941	2.8%

disc_facility
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct	66
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

Kepler	26073
K2	1857
SuperWASP	816
Transiting Exoplanet Survey Satellite (TESS)	627
W. M. Keck Observatory	600
Other values (61)	3746

Length

Max length	46
Median length	6
Mean length	7.812034758
Min length	2

Characters and Unicode

Total characters	263414
Distinct characters	56
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	Xinglong Station
2nd row	Xinglong Station
3rd row	Thueringer Landessternwarte Tautenburg
4th row	Thueringer Landessternwarte Tautenburg
5th row	Thueringer Landessternwarte Tautenburg

Common Values

Value	Count	Frequency (%)
Kepler	26073	77.3%
K2	1857	5.5%
SuperWASP	816	2.4%
Transiting Exoplanet Survey Satellite (TESS)	627	1.9%
W. M. Keck Observatory	600	1.8%
La Silla Observatory	547	1.6%
HATNet	475	1.4%
Multiple Observatories	453	1.3%
OGLE	273	0.8%
HATSouth	262	0.8%
Other values (56)	1736	5.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
kepler	26073	63.6%
observatory	1857	4.5%
k2	1857	4.5%
superwasp	816	2.0%
satellite	633	1.5%
survey	629	1.5%
transiting	627	1.5%
exoplanet	627	1.5%
tess	627	1.5%
w	600	1.5%
Other values (107)	6629	16.2%

Most occurring characters

Value	Count	Frequency (%)
e	61398	23.3%
r	33816	12.8%
l	30854	11.7%
K	28754	10.9%
p	28482	10.8%
	7256	2.8%
t	7006	2.7%
a	6897	2.6%
S	5606	2.1%
o	4585	1.7%
Other values (46)	48760	18.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	199722	75.8%
Uppercase Letter	51619	19.6%
Space Separator	7256	2.8%
Decimal Number	1857	0.7%
Other Punctuation	1200	0.5%
Close Punctuation	636	0.2%
Open Punctuation	636	0.2%
Dash Punctuation	488	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	61398	30.7%
r	33816	16.9%
l	30854	15.4%
p	28482	14.3%
t	7006	3.5%
a	6897	3.5%
o	4585	2.3%
s	4085	2.0%
i	3949	2.0%
v	3081	1.5%
Other values (16)	15569	7.8%

Uppercase Letter

Value	Count	Frequency (%)
K	28754	55.7%
S	5606	10.9%
O	2815	5.5%
T	2621	5.1%
A	2166	4.2%
E	1746	3.4%
W	1605	3.1%
M	1393	2.7%
P	1252	2.4%
L	1144	2.2%
Other values (14)	2517	4.9%

Space Separator

Value	Count	Frequency (%)
	7256	100.0%

Decimal Number

Value	Count	Frequency (%)
2	1857	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1200	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	636	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	636	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	488	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	251341	95.4%
Common	12073	4.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	61398	24.4%
r	33816	13.5%
l	30854	12.3%
K	28754	11.4%
p	28482	11.3%
t	7006	2.8%
a	6897	2.7%
S	5606	2.2%
o	4585	1.8%
s	4085	1.6%
Other values (40)	39858	15.9%

Common

Value	Count	Frequency (%)
	7256	60.1%
2	1857	15.4%
.	1200	9.9%
)	636	5.3%
(	636	5.3%
-	488	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	263414	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	61398	23.3%
r	33816	12.8%
l	30854	11.7%
K	28754	10.9%
p	28482	10.8%
	7256	2.8%
t	7006	2.7%
a	6897	2.6%
S	5606	2.1%
o	4585	1.7%
Other values (46)	48760	18.5%

soltype
Categorical

HIGH CORRELATION

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

Published Confirmed	16713
Kepler Project Candidate (q1_q17_dr25_sup_koi)	2668
Kepler Project Candidate (q1_q16_koi)	2658
Kepler Project Candidate (q1_q17_dr25_koi)	2651
Kepler Project Candidate (q1_q17_dr24_koi)	2639
Other values (4)	6390

Length

Max length	46
Median length	19
Mean length	28.77176073
Min length	19

Characters and Unicode

Total characters	970155
Distinct characters	37
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Published Confirmed
2nd row	Published Confirmed
3rd row	Published Confirmed
4th row	Published Confirmed
5th row	Published Confirmed

Common Values

Value	Count	Frequency (%)
Published Confirmed	16713	49.6%
Kepler Project Candidate (q1_q17_dr25_sup_koi)	2668	7.9%
Kepler Project Candidate (q1_q16_koi)	2658	7.9%
Kepler Project Candidate (q1_q17_dr25_koi)	2651	7.9%
Kepler Project Candidate (q1_q17_dr24_koi)	2639	7.8%
Kepler Project Candidate (q1_q12_koi)	2622	7.8%
Kepler Project Candidate (q1_q8_koi)	2269	6.7%
Published Candidate	774	2.3%
TESS Project Candidate	725	2.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
published	17487	17.6%
candidate	17006	17.1%
confirmed	16713	16.9%
project	16232	16.4%
kepler	15507	15.6%
q1_q17_dr25_sup_koi	2668	2.7%
q1_q16_koi	2658	2.7%
q1_q17_dr25_koi	2651	2.7%
q1_q17_dr24_koi	2639	2.7%
q1_q12_koi	2622	2.6%
Other values (2)	2994	3.0%

Most occurring characters

Value	Count	Frequency (%)
e	98452	10.1%
d	76170	7.9%
i	66713	6.9%
	65458	6.7%
r	56410	5.8%
o	48452	5.0%
_	41640	4.3%
a	34012	3.5%
C	33719	3.5%
n	33719	3.5%
Other values (27)	415410	42.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	686030	70.7%
Uppercase Letter	85845	8.8%
Space Separator	65458	6.7%
Decimal Number	60168	6.2%
Connector Punctuation	41640	4.3%
Open Punctuation	15507	1.6%
Close Punctuation	15507	1.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	98452	14.4%
d	76170	11.1%
i	66713	9.7%
r	56410	8.2%
o	48452	7.1%
a	34012	5.0%
n	33719	4.9%
t	33238	4.8%
l	32994	4.8%
q	31014	4.5%
Other values (10)	174856	25.5%

Decimal Number

Value	Count	Frequency (%)
1	28745	47.8%
2	10580	17.6%
7	7958	13.2%
5	5319	8.8%
6	2658	4.4%
4	2639	4.4%
8	2269	3.8%

Uppercase Letter

Value	Count	Frequency (%)
C	33719	39.3%
P	33719	39.3%
K	15507	18.1%
S	1450	1.7%
T	725	0.8%
E	725	0.8%

Space Separator

Value	Count	Frequency (%)
	65458	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	41640	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	15507	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	15507	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	771875	79.6%
Common	198280	20.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	98452	12.8%
d	76170	9.9%
i	66713	8.6%
r	56410	7.3%
o	48452	6.3%
a	34012	4.4%
C	33719	4.4%
n	33719	4.4%
P	33719	4.4%
t	33238	4.3%
Other values (16)	257271	33.3%

Common

Value	Count	Frequency (%)
	65458	33.0%
_	41640	21.0%
1	28745	14.5%
(	15507	7.8%
)	15507	7.8%
2	10580	5.3%
7	7958	4.0%
5	5319	2.7%
6	2658	1.3%
4	2639	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	970155	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	98452	10.1%
d	76170	7.9%
i	66713	6.9%
	65458	6.7%
r	56410	5.8%
o	48452	5.0%
_	41640	4.3%
a	34012	3.5%
C	33719	3.5%
n	33719	3.5%
Other values (27)	415410	42.8%

pl_controv_flag
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

0	33659
1	60

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	33719
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	33659	99.8%
1	60	0.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	33659	99.8%
1	60	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	33659	99.8%
1	60	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33719	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	33659	99.8%
1	60	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	33719	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	33659	99.8%
1	60	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33719	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	33659	99.8%
1	60	0.2%

pl_refname
Categorical

HIGH CARDINALITY

Distinct	1861
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

<a refstr=Q1_Q17_DR25_SUPPLEMENTAL_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q17 DR25 Supplemental KOI Table</a>	2668
<a refstr=Q1_Q16_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q16 KOI Table</a>	2658
<a refstr=Q1_Q17_DR25_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q17 DR25 KOI Table</a>	2651
<a refstr=Q1_Q17_DR24_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q17 DR24 KOI Table</a>	2639
<a refstr=Q1_Q12_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q12 KOI Table</a>	2622
Other values (1856)	20481

Length

Max length	182
Median length	164
Mean length	135.9882262
Min length	110

Characters and Unicode

Total characters	4585387
Distinct characters	76
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	924 ?
Unique (%)	2.7%

Sample

1st row	<a refstr=LIU_ET_AL__2008 href=https://ui.adsabs.harvard.edu/abs/2008ApJ...672..553L/abstract target=ref> Liu et al. 2008 </a>
2nd row	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>
3rd row	<a refstr=DOLLINGER_ET_AL__2009 href=https://ui.adsabs.harvard.edu/abs/2009A&A...505.1311D/abstract target=ref> Dollinger et al. 2009 </a>
4th row	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>
5th row	<a refstr=STASSUN_ET_AL__2017 href=https://ui.adsabs.harvard.edu/abs/2017AJ....153..136S/abstract target=ref>Stassun et al. 2017</a>

Common Values

Value	Count	Frequency (%)
<a refstr=Q1_Q17_DR25_SUPPLEMENTAL_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q17 DR25 Supplemental KOI Table</a>	2668	7.9%
<a refstr=Q1_Q16_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q16 KOI Table</a>	2658	7.9%
<a refstr=Q1_Q17_DR25_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q17 DR25 KOI Table</a>	2651	7.9%
<a refstr=Q1_Q17_DR24_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q17 DR24 KOI Table</a>	2639	7.8%
<a refstr=Q1_Q12_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q12 KOI Table</a>	2622	7.8%
<a refstr=Q1_Q8_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q8 KOI Table</a>	2269	6.7%
<a refstr=MORTON_ET_AL__2016 href=https://ui.adsabs.harvard.edu/abs/2016ApJ...822...86M/abstract target=ref>Morton et al. 2016</a>	2266	6.7%
<a refstr=BERGER_ET_AL__2018 href=https://ui.adsabs.harvard.edu/abs/2018ApJ...866...99B/abstract target=ref>Berger et al. 2018</a>	2119	6.3%
<a refstr=GAJDO_SCARON__ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019RAA....19...41G/abstract target=ref>Gajdo&scaron; et al. 2019</a>	1973	5.9%
<a refstr=HOLCZER_ET_AL__2016 href=https://ui.adsabs.harvard.edu/abs/2016ApJS..225....9H/abstract target=ref>Holczer et al. 2016</a>	1874	5.6%
Other values (1851)	9980	29.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
a	35329	15.1%
al	16537	7.1%
et	16537	7.1%
href=https://exoplanetarchive.ipac.caltech.edu/docs/kepler_koi_docs.html	15507	6.6%
koi	15507	6.6%
table</a	15507	6.6%
target=ref>q1-q17	7958	3.4%
dr25	5319	2.3%
2016</a	4953	2.1%
2018</a	2887	1.2%
Other values (4490)	97495	41.7%

Most occurring characters

Value	Count	Frequency (%)
a	332957	7.3%
e	314128	6.9%
t	277153	6.0%
r	266865	5.8%
.	231174	5.0%
	199819	4.4%
/	186085	4.1%
s	175728	3.8%
_	165104	3.6%
h	134560	2.9%
Other values (66)	2301814	50.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2420066	52.8%
Uppercase Letter	669837	14.6%
Other Punctuation	458205	10.0%
Decimal Number	419909	9.2%
Math Symbol	236033	5.1%
Space Separator	199819	4.4%
Connector Punctuation	165104	3.6%
Dash Punctuation	16414	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	332957	13.8%
e	314128	13.0%
t	277153	11.5%
r	266865	11.0%
s	175728	7.3%
h	134560	5.6%
c	117390	4.9%
l	104308	4.3%
d	103464	4.3%
f	102337	4.2%
Other values (16)	491176	20.3%

Uppercase Letter

Value	Count	Frequency (%)
A	67940	10.1%
O	66031	9.9%
K	64798	9.7%
Q	62129	9.3%
T	59185	8.8%
E	53262	8.0%
I	53114	7.9%
L	43273	6.5%
R	36199	5.4%
B	25083	3.7%
Other values (16)	138823	20.7%

Decimal Number

Value	Count	Frequency (%)
1	116240	27.7%
2	101885	24.3%
0	59790	14.2%
6	32209	7.7%
8	24262	5.8%
7	23688	5.6%
5	20672	4.9%
9	19798	4.7%
4	16672	4.0%
3	4693	1.1%

Other Punctuation

Value	Count	Frequency (%)
.	231174	50.5%
/	186085	40.6%
:	33719	7.4%
&	4188	0.9%
;	2832	0.6%
%	190	< 0.1%
#	12	< 0.1%
'	5	< 0.1%

Math Symbol

Value	Count	Frequency (%)
=	101157	42.9%
>	67438	28.6%
<	67438	28.6%

Space Separator

Value	Count	Frequency (%)
	199819	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	165104	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	16414	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3089903	67.4%
Common	1495484	32.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	332957	10.8%
e	314128	10.2%
t	277153	9.0%
r	266865	8.6%
s	175728	5.7%
h	134560	4.4%
c	117390	3.8%
l	104308	3.4%
d	103464	3.3%
f	102337	3.3%
Other values (42)	1161013	37.6%

Common

Value	Count	Frequency (%)
.	231174	15.5%
	199819	13.4%
/	186085	12.4%
_	165104	11.0%
1	116240	7.8%
2	101885	6.8%
=	101157	6.8%
>	67438	4.5%
<	67438	4.5%
0	59790	4.0%
Other values (14)	199354	13.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4585387	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	332957	7.3%
e	314128	6.9%
t	277153	6.0%
r	266865	5.8%
.	231174	5.0%
	199819	4.4%
/	186085	4.1%
s	175728	3.8%
_	165104	3.6%
h	134560	2.9%
Other values (66)	2301814	50.2%

pl_orbper
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED

Distinct	19898
Distinct (%)	64.4%
Missing	2845
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	13739.64341

Minimum	0.09070629
Maximum	402000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	0.09070629
5-th percentile	1.625522149
Q1	4.46976569
median	10.55836728
Q3	27.08246663
95-th percentile	226.8904726
Maximum	402000000
Range	401999999.9
Interquartile range (IQR)	22.61270094

Descriptive statistics

Standard deviation	2288715.074
Coefficient of variation (CV)	166.5774726
Kurtosis	30827.71519
Mean	13739.64341
Median Absolute Deviation (MAD)	7.299555265
Skewness	175.5148307
Sum	424197750.7
Variance	5.238216691 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38.2856338	6	< 0.1%
3.57878055	5	< 0.1%
4.43796303	5	< 0.1%
54.4205407	5	< 0.1%
7.79430132	5	< 0.1%
2.5495633	5	< 0.1%
3.553945	5	< 0.1%
6.24668005	5	< 0.1%
4.9546416	5	< 0.1%
2.68432848	5	< 0.1%
Other values (19888)	30823	91.4%
(Missing)	2845	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.09070629	1	< 0.1%
0.179715	1	< 0.1%
0.179719	1	< 0.1%
0.2197	1	< 0.1%
0.240104	1	< 0.1%
0.28	1	< 0.1%
0.2803226	1	< 0.1%
0.2803244	1	< 0.1%
0.3219258	1	< 0.1%
0.321962	1	< 0.1%

Value	Count	Frequency (%)
402000000	1	< 0.1%
8040000	1	< 0.1%
7300000	1	< 0.1%
1790000	1	< 0.1%
171667.5	1	< 0.1%
170000	1	< 0.1%
166510.17	1	< 0.1%
83255.09	1	< 0.1%
77114.07158	1	< 0.1%
74839.94555	1	< 0.1%

pl_orbsmax
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED

Distinct	4606
Distinct (%)	24.9%
Missing	15252
Missing (%)	45.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.466653634

Minimum	0.0044
Maximum	7506
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	0.0044
5-th percentile	0.026486
Q1	0.054
median	0.0989
Q3	0.208
95-th percentile	2.047
Maximum	7506
Range	7505.9956
Interquartile range (IQR)	0.154

Descriptive statistics

Standard deviation	75.10512284
Coefficient of variation (CV)	30.44818365
Kurtosis	5946.424419
Mean	2.466653634
Median Absolute Deviation (MAD)	0.0539
Skewness	68.85274754
Sum	45551.69265
Variance	5640.779477
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.06	68	0.2%
0.052	59	0.2%
0.044	53	0.2%
0.05	51	0.2%
0.077	50	0.1%
0.051	48	0.1%
0.064	47	0.1%
0.036	46	0.1%
0.066	46	0.1%
0.049	46	0.1%
Other values (4596)	17953	53.2%
(Missing)	15252	45.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0044	1	< 0.1%
0.0058	3	< 0.1%
0.0059	1	< 0.1%
0.00598	1	< 0.1%
0.006	2	< 0.1%
0.00622	1	< 0.1%
0.0064	1	< 0.1%
0.0071	2	< 0.1%
0.00716	1	< 0.1%
0.0076	1	< 0.1%

Value	Count	Frequency (%)
7506	1	< 0.1%
3500	1	< 0.1%
2880	1	< 0.1%
2500	2	< 0.1%
2000	1	< 0.1%
1662	1	< 0.1%
1100	2	< 0.1%
800	1	< 0.1%
773	1	< 0.1%
740	2	< 0.1%

pl_rade
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED

Distinct	4109
Distinct (%)	17.6%
Missing	10403
Missing (%)	30.9%
Infinite	0
Infinite (%)	0.0%
Mean	5.133351089

Minimum	0.27
Maximum	3791.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	0.27
5-th percentile	0.97
Q1	1.54675
median	2.27
Q3	3.2
95-th percentile	13.67
Maximum	3791.05
Range	3790.78
Interquartile range (IQR)	1.65325

Descriptive statistics

Standard deviation	65.8764257
Coefficient of variation (CV)	12.83302555
Kurtosis	2503.599582
Mean	5.133351089
Median Absolute Deviation (MAD)	0.7845
Skewness	49.08722241
Sum	119689.214
Variance	4339.703463
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.2	138	0.4%
2.5	132	0.4%
2.6	118	0.3%
2.3	116	0.3%
2.4	115	0.3%
2.8	113	0.3%
1.48	113	0.3%
1.5	112	0.3%
1.32	112	0.3%
2.7	100	0.3%
Other values (4099)	22147	65.7%
(Missing)	10403	30.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.27	2	< 0.1%
0.277	1	< 0.1%
0.296	1	< 0.1%
0.303	1	< 0.1%
0.31	3	< 0.1%
0.32	1	< 0.1%
0.354	1	< 0.1%
0.37	1	< 0.1%
0.39	3	< 0.1%
0.4	3	< 0.1%

Value	Count	Frequency (%)
3791.05	3	< 0.1%
3163.54	3	< 0.1%
2783.7	3	< 0.1%
1226.4	3	< 0.1%
180.72	3	< 0.1%
90.81	1	< 0.1%
86.5	1	< 0.1%
78.51	3	< 0.1%
77.76	1	< 0.1%
77.342	1	< 0.1%

pl_radj
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	1432
Distinct (%)	13.7%
Missing	23236
Missing (%)	68.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.4312446819

Minimum	0.025
Maximum	8.102
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	0.025
5-th percentile	0.0941
Q1	0.149
median	0.225
Q3	0.442
95-th percentile	1.38
Maximum	8.102
Range	8.077
Interquartile range (IQR)	0.293

Descriptive statistics

Standard deviation	0.4743076012
Coefficient of variation (CV)	1.099857276
Kurtosis	22.49456468
Mean	0.4312446819
Median Absolute Deviation (MAD)	0.09
Skewness	2.914739432
Sum	4520.738
Variance	0.2249677006
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.136	67	0.2%
0.145	64	0.2%
0.178	63	0.2%
0.17	62	0.2%
0.211	60	0.2%
0.227	57	0.2%
0.118	54	0.2%
0.12	53	0.2%
0.236	51	0.2%
0.223	51	0.2%
Other values (1422)	9901	29.4%
(Missing)	23236	68.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.025	1	< 0.1%
0.026	1	< 0.1%
0.027	1	< 0.1%
0.029	1	< 0.1%
0.032	1	< 0.1%
0.036	1	< 0.1%
0.041	1	< 0.1%
0.042	2	< 0.1%
0.044	2	< 0.1%
0.045	4	< 0.1%

Value	Count	Frequency (%)
8.102	1	< 0.1%
7.717	1	< 0.1%
6.9	1	< 0.1%
6.705	1	< 0.1%
6.229	1	< 0.1%
4.6	1	< 0.1%
4.32	1	< 0.1%
3.6	1	< 0.1%
3.55	1	< 0.1%
3.45	1	< 0.1%

pl_bmasse
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	3313
Distinct (%)	66.4%
Missing	28726
Missing (%)	85.2%
Infinite	0
Infinite (%)	0.0%
Mean	736.4316114

Minimum	0.015
Maximum	25426.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	0.015
5-th percentile	3.531118
Q1	23.26516
median	251.40353
Q3	731
95-th percentile	3321.2494
Maximum	25426.4
Range	25426.385
Interquartile range (IQR)	707.73484

Descriptive statistics

Standard deviation	1370.384511
Coefficient of variation (CV)	1.860844225
Kurtosis	37.48372354
Mean	736.4316114
Median Absolute Deviation (MAD)	241.90353
Skewness	4.47421082
Sum	3677003.036
Variance	1877953.709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21	20	0.1%
4	13	< 0.1%
266.9772	10	< 0.1%
177.9848	9	< 0.1%
15.2	9	< 0.1%
1200	9	< 0.1%
133.4886	9	< 0.1%
8.1	8	< 0.1%
3.9	8	< 0.1%
1.43	8	< 0.1%
Other values (3303)	4890	14.5%
(Missing)	28726	85.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.015	1	< 0.1%
0.02	1	< 0.1%
0.066	1	< 0.1%
0.1	1	< 0.1%
0.187	1	< 0.1%
0.2	1	< 0.1%
0.29013	1	< 0.1%
0.297	1	< 0.1%
0.326	1	< 0.1%
0.331	1	< 0.1%

Value	Count	Frequency (%)
25426.4	1	< 0.1%
17668.1697	1	< 0.1%
13762.039	1	< 0.1%
13603.124	1	< 0.1%
9852.73	1	< 0.1%
9534.9	1	< 0.1%
9501.75953	1	< 0.1%
9262.62856	1	< 0.1%
9165.5058	1	< 0.1%
9057.77	1	< 0.1%

pl_bmassj
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	2526
Distinct (%)	50.6%
Missing	28727
Missing (%)	85.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.31756865

Minimum	5 × 10^-5
Maximum	80
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	5 × 10^-5
5-th percentile	0.0110055
Q1	0.0735
median	0.79295
Q3	2.3
95-th percentile	10.45
Maximum	80
Range	79.99995
Interquartile range (IQR)	2.2265

Descriptive statistics

Standard deviation	4.311968381
Coefficient of variation (CV)	1.860556916
Kurtosis	37.47927393
Mean	2.31756865
Median Absolute Deviation (MAD)	0.762985
Skewness	4.474042775
Sum	11569.3027
Variance	18.59307131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.8	20	0.1%
0.066	20	0.1%
2.3	16	< 0.1%
2	16	< 0.1%
1.5	16	< 0.1%
0.84	15	< 0.1%
0.56	15	< 0.1%
0.48	14	< 0.1%
0.02	14	< 0.1%
0.68	13	< 0.1%
Other values (2516)	4833	14.3%
(Missing)	28727	85.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5 × 10^-5	1	< 0.1%
6 × 10^-5	1	< 0.1%
0.00021	1	< 0.1%
0.00031	1	< 0.1%
0.00059	1	< 0.1%
0.00063	1	< 0.1%
0.00091	1	< 0.1%
0.00093	1	< 0.1%
0.00103	1	< 0.1%
0.00104	1	< 0.1%

Value	Count	Frequency (%)
80	1	< 0.1%
55.59	1	< 0.1%
43.3	1	< 0.1%
42.8	1	< 0.1%
31	1	< 0.1%
30	1	< 0.1%
29.89588	1	< 0.1%
29.14349	1	< 0.1%
28.83791	1	< 0.1%
28.5	1	< 0.1%

pl_bmassprov
Categorical

HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	0.1%
Missing	28726
Missing (%)	85.2%
Memory size	263.6 KiB

Mass	3012
Msini	1950
Msin(i)/sin(i)	31

Length

Max length	14
Median length	4
Mean length	4.452633687
Min length	4

Characters and Unicode

Total characters	22232
Distinct characters	8
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Msini
2nd row	Msini
3rd row	Msini
4th row	Msini
5th row	Msini

Common Values

Value	Count	Frequency (%)
Mass	3012	8.9%
Msini	1950	5.8%
Msin(i)/sin(i)	31	0.1%
(Missing)	28726	85.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
mass	3012	60.3%
msini	1950	39.1%
msin(i)/sin(i	31	0.6%

Most occurring characters

Value	Count	Frequency (%)
s	8036	36.1%
M	4993	22.5%
i	4024	18.1%
a	3012	13.5%
n	2012	9.1%
(	62	0.3%
)	62	0.3%
/	31	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	17084	76.8%
Uppercase Letter	4993	22.5%
Open Punctuation	62	0.3%
Close Punctuation	62	0.3%
Other Punctuation	31	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	8036	47.0%
i	4024	23.6%
a	3012	17.6%
n	2012	11.8%

Uppercase Letter

Value	Count	Frequency (%)
M	4993	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	62	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	62	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	31	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	22077	99.3%
Common	155	0.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	8036	36.4%
M	4993	22.6%
i	4024	18.2%
a	3012	13.6%
n	2012	9.1%

Common

Value	Count	Frequency (%)
(	62	40.0%
)	62	40.0%
/	31	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	8036	36.1%
M	4993	22.5%
i	4024	18.1%
a	3012	13.5%
n	2012	9.1%
(	62	0.3%
)	62	0.3%
/	31	0.1%

pl_orbeccen
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct	931
Distinct (%)	5.5%
Missing	16824
Missing (%)	49.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.03930700651

Minimum	-0.518659
Maximum	0.97
Zeros	13601
Zeros (%)	40.3%
Negative	3
Negative (%)	< 0.1%
Memory size	263.6 KiB

Quantile statistics

Minimum	-0.518659
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.28
Maximum	0.97
Range	1.488659
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1175541312
Coefficient of variation (CV)	2.990666084
Kurtosis	18.01955118
Mean	0.03930700651
Median Absolute Deviation (MAD)	0
Skewness	3.994901741
Sum	664.091875
Variance	0.01381897377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13601	40.3%
0.12	59	0.2%
0.07	58	0.2%
0.05	55	0.2%
0.11	55	0.2%
0.02	55	0.2%
0.04	54	0.2%
0.06	54	0.2%
0.08	52	0.2%
0.03	48	0.1%
Other values (921)	2804	8.3%
(Missing)	16824	49.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.518659	1	< 0.1%
-0.129287	1	< 0.1%
-0.079533	1	< 0.1%
0	13601	40.3%
0.0001	1	< 0.1%
0.00016	1	< 0.1%
0.0002	1	< 0.1%
0.00064	1	< 0.1%
0.0007	1	< 0.1%
0.001	1	< 0.1%

Value	Count	Frequency (%)
0.97	1	< 0.1%
0.956	1	< 0.1%
0.95	1	< 0.1%
0.9332	1	< 0.1%
0.933	1	< 0.1%
0.9324	1	< 0.1%
0.93226	1	< 0.1%
0.93043	1	< 0.1%
0.93	1	< 0.1%
0.929006	1	< 0.1%

pl_insol
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED

Distinct	7073
Distinct (%)	49.5%
Missing	19437
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	359.2447752

Minimum	0.02
Maximum	58192.75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	0.02
5-th percentile	2.81
Q1	21.62
median	84.56
Q3	283.77
95-th percentile	1443.27
Maximum	58192.75
Range	58192.73
Interquartile range (IQR)	262.15

Descriptive statistics

Standard deviation	1440.4634
Coefficient of variation (CV)	4.009698956
Kurtosis	782.6551256
Mean	359.2447752
Median Absolute Deviation (MAD)	75.93
Skewness	23.8063538
Sum	5130733.88
Variance	2074934.808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.31	13	< 0.1%
5.55	12	< 0.1%
7.29	11	< 0.1%
0.39	11	< 0.1%
2.14	10	< 0.1%
8.08	10	< 0.1%
3.39	10	< 0.1%
3.76	10	< 0.1%
2.51	10	< 0.1%
13.34	10	< 0.1%
Other values (7063)	14175	42.0%
(Missing)	19437	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.02	1	< 0.1%
0.06	2	< 0.1%
0.07	2	< 0.1%
0.08	1	< 0.1%
0.1	4	< 0.1%
0.13	1	< 0.1%
0.14	3	< 0.1%
0.16	3	< 0.1%
0.17	3	< 0.1%
0.18	5	< 0.1%

Value	Count	Frequency (%)
58192.75	3	< 0.1%
44900	1	< 0.1%
37958.27	4	< 0.1%
33325.27	1	< 0.1%
25339.9	1	< 0.1%
24240.83	1	< 0.1%
19697.21	3	< 0.1%
19308.8	1	< 0.1%
14536.99	1	< 0.1%
14429	1	< 0.1%

pl_eqt
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	1880
Distinct (%)	12.3%
Missing	18385
Missing (%)	54.5%
Infinite	0
Infinite (%)	0.0%
Mean	873.239207

Minimum	34
Maximum	4050
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	34
5-th percentile	344
Q1	567
median	794
Q3	1089
95-th percentile	1681.35
Maximum	4050
Range	4016
Interquartile range (IQR)	522

Descriptive statistics

Standard deviation	421.8185744
Coefficient of variation (CV)	0.48305043
Kurtosis	2.975137667
Mean	873.239207
Median Absolute Deviation (MAD)	252
Skewness	1.257593066
Sum	13390250
Variance	177930.9097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
767	41	0.1%
583	35	0.1%
770	32	0.1%
674	31	0.1%
613	30	0.1%
946	29	0.1%
875	29	0.1%
508	29	0.1%
752	29	0.1%
793	28	0.1%
Other values (1870)	15021	44.5%
(Missing)	18385	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34	1	< 0.1%
50	1	< 0.1%
55	2	< 0.1%
59	1	< 0.1%
71	2	< 0.1%
82	1	< 0.1%
96	1	< 0.1%
103	1	< 0.1%
125	1	< 0.1%
129	1	< 0.1%

Value	Count	Frequency (%)
4050	1	< 0.1%
3961	3	< 0.1%
3866	1	< 0.1%
3646	1	< 0.1%
3560	3	< 0.1%
3559	1	< 0.1%
3446	1	< 0.1%
3370	1	< 0.1%
3353	1	< 0.1%
3320	1	< 0.1%

ttv_flag
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

0	30129
1	3590

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	33719
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	30129	89.4%
1	3590	10.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	30129	89.4%
1	3590	10.6%

Most occurring characters

Value	Count	Frequency (%)
0	30129	89.4%
1	3590	10.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33719	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	30129	89.4%
1	3590	10.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	33719	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	30129	89.4%
1	3590	10.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33719	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	30129	89.4%
1	3590	10.6%

st_refname
Categorical

HIGH CARDINALITY

Distinct	1701
Distinct (%)	5.1%
Missing	313
Missing (%)	0.9%
Memory size	263.6 KiB

<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	7294
<a refstr=Q1_Q17_DR25_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q17 DR25 KOI Table</a>	2951
<a refstr=Q1_Q16_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q16 KOI Table</a>	2656
<a refstr=Q1_Q17_DR24_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q17 DR24 KOI Table</a>	2638
<a refstr=Q1_Q12_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q12 KOI Table</a>	2620
Other values (1696)	15247

Length

Max length	182
Median length	164
Mean length	129.3101539
Min length	110

Characters and Unicode

Total characters	4319735
Distinct characters	76
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	743 ?
Unique (%)	2.2%

Sample

1st row	<a refstr=LIU_ET_AL__2008 href=https://ui.adsabs.harvard.edu/abs/2008ApJ...672..553L/abstract target=ref> Liu et al. 2008 </a>
2nd row	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>
3rd row	<a refstr=DOLLINGER_ET_AL__2009 href=https://ui.adsabs.harvard.edu/abs/2009A&A...505.1311D/abstract target=ref> Dollinger et al. 2009 </a>
4th row	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>
5th row	<a refstr=STASSUN_ET_AL__2017 href=https://ui.adsabs.harvard.edu/abs/2017AJ....153..136S/abstract target=ref>Stassun et al. 2017</a>

Common Values

Value	Count	Frequency (%)
<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	7294	21.6%
<a refstr=Q1_Q17_DR25_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q17 DR25 KOI Table</a>	2951	8.8%
<a refstr=Q1_Q16_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q16 KOI Table</a>	2656	7.9%
<a refstr=Q1_Q17_DR24_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q17 DR24 KOI Table</a>	2638	7.8%
<a refstr=Q1_Q12_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q12 KOI Table</a>	2620	7.8%
<a refstr=Q1_Q8_KOI_TABLE href=https://exoplanetarchive.ipac.caltech.edu/docs/Kepler_KOI_docs.html target=ref>Q1-Q8 KOI Table</a>	2269	6.7%
<a refstr=MORTON_ET_AL__2016 href=https://ui.adsabs.harvard.edu/abs/2016ApJ...822...86M/abstract target=ref>Morton et al. 2016</a>	2249	6.7%
<a refstr=BERGER_ET_AL__2018 href=https://ui.adsabs.harvard.edu/abs/2018ApJ...866...99B/abstract target=ref>Berger et al. 2018</a>	2119	6.3%
<a refstr=EXOFOP_TESS_TOI href=https://exofop.ipac.caltech.edu/tess/view_toi.php target=ref>ExoFOP-TESS TOI</a>	725	2.2%
<a refstr=ROWE_ET_AL__2014 href=https://ui.adsabs.harvard.edu/abs/2014ApJ...784...45R/abstract target=ref> Rowe et al. 2014</a>	715	2.1%
Other values (1691)	7170	21.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
a	35002	16.9%
href=https://exoplanetarchive.ipac.caltech.edu/docs/kepler_koi_docs.html	13134	6.4%
table</a	13134	6.4%
koi	13134	6.4%
et	11927	5.8%
al	11927	5.8%
target=ref>ticv8</a	7294	3.5%
href=https://ui.adsabs.harvard.edu/abs/2019aj....158..138s/abstract	7294	3.5%
refstr=stassun_et_al__2019	7294	3.5%
target=ref>q1-q17	5589	2.7%
Other values (4116)	80999	39.2%

Most occurring characters

Value	Count	Frequency (%)
a	321039	7.4%
e	283317	6.6%
t	264940	6.1%
r	262246	6.1%
.	235225	5.4%
/	186580	4.3%
s	175922	4.1%
	173324	4.0%
_	151972	3.5%
h	128429	3.0%
Other values (66)	2136741	49.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2262714	52.4%
Uppercase Letter	606914	14.0%
Other Punctuation	457258	10.6%
Decimal Number	419666	9.7%
Math Symbol	233842	5.4%
Space Separator	173324	4.0%
Connector Punctuation	151972	3.5%
Dash Punctuation	14045	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	321039	14.2%
e	283317	12.5%
t	264940	11.7%
r	262246	11.6%
s	175922	7.8%
h	128429	5.7%
f	101381	4.5%
c	101257	4.5%
d	100269	4.4%
p	83683	3.7%
Other values (16)	440231	19.5%

Uppercase Letter

Value	Count	Frequency (%)
T	68721	11.3%
A	66284	10.9%
K	54509	9.0%
Q	52628	8.7%
O	52184	8.6%
I	50887	8.4%
E	45093	7.4%
S	39623	6.5%
L	35719	5.9%
R	24779	4.1%
Other values (16)	116487	19.2%

Decimal Number

Value	Count	Frequency (%)
1	118722	28.3%
2	84429	20.1%
0	57638	13.7%
8	45574	10.9%
6	25026	6.0%
9	23655	5.6%
5	20141	4.8%
7	18817	4.5%
4	14066	3.4%
3	11598	2.8%

Other Punctuation

Value	Count	Frequency (%)
.	235225	51.4%
/	186580	40.8%
:	33406	7.3%
&	1472	0.3%
;	357	0.1%
%	205	< 0.1%
#	9	< 0.1%
'	4	< 0.1%

Math Symbol

Value	Count	Frequency (%)
=	100218	42.9%
>	66812	28.6%
<	66812	28.6%

Space Separator

Value	Count	Frequency (%)
	173324	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	151972	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14045	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2869628	66.4%
Common	1450107	33.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	321039	11.2%
e	283317	9.9%
t	264940	9.2%
r	262246	9.1%
s	175922	6.1%
h	128429	4.5%
f	101381	3.5%
c	101257	3.5%
d	100269	3.5%
p	83683	2.9%
Other values (42)	1047145	36.5%

Common

Value	Count	Frequency (%)
.	235225	16.2%
/	186580	12.9%
	173324	12.0%
_	151972	10.5%
1	118722	8.2%
=	100218	6.9%
2	84429	5.8%
>	66812	4.6%
<	66812	4.6%
0	57638	4.0%
Other values (14)	208375	14.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4319735	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	321039	7.4%
e	283317	6.6%
t	264940	6.1%
r	262246	6.1%
.	235225	5.4%
/	186580	4.3%
s	175922	4.1%
	173324	4.0%
_	151972	3.5%
h	128429	3.0%
Other values (66)	2136741	49.5%

st_spectype
Categorical

HIGH CARDINALITY
MISSING

Distinct	225
Distinct (%)	11.5%
Missing	31764
Missing (%)	94.2%
Memory size	263.6 KiB

G0 V	70
G5 V	59
G5	59
M0 V	56
K0 V	53
Other values (220)	1658

Length

Max length	17
Median length	14
Mean length	3.807161125
Min length	1

Characters and Unicode

Total characters	7443
Distinct characters	42
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	71 ?
Unique (%)	3.6%

Sample

1st row	G8 III
2nd row	K4 III
3rd row	K0 III
4th row	K0 V
5th row	K0 V

Common Values

Value	Count	Frequency (%)
G0 V	70	0.2%
G5 V	59	0.2%
G5	59	0.2%
M0 V	56	0.2%
K0 V	53	0.2%
F8 V	51	0.2%
G8 V	49	0.1%
K2 V	45	0.1%
M1 V	43	0.1%
G0	40	0.1%
Other values (215)	1430	4.2%
(Missing)	31764	94.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
v	1098	33.5%
k0	135	4.1%
g5	135	4.1%
g0	123	3.7%
iii	94	2.9%
f8	86	2.6%
g8	85	2.6%
iv	83	2.5%
k2	70	2.1%
m0	68	2.1%
Other values (121)	1304	39.7%

Most occurring characters

Value	Count	Frequency (%)
	1326	17.8%
V	1268	17.0%
G	731	9.8%
K	517	6.9%
0	438	5.9%
I	433	5.8%
M	426	5.7%
5	366	4.9%
F	275	3.7%
2	218	2.9%
Other values (32)	1445	19.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3693	49.6%
Decimal Number	2078	27.9%
Space Separator	1326	17.8%
Other Punctuation	274	3.7%
Dash Punctuation	37	0.5%
Lowercase Letter	26	0.3%
Open Punctuation	3	< 0.1%
Math Symbol	3	< 0.1%
Close Punctuation	3	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
V	1268	34.3%
G	731	19.8%
K	517	14.0%
I	433	11.7%
M	426	11.5%
F	275	7.4%
A	22	0.6%
B	10	0.3%
D	3	0.1%
W	2	0.1%
Other values (5)	6	0.2%

Decimal Number

Value	Count	Frequency (%)
0	438	21.1%
5	366	17.6%
2	218	10.5%
3	216	10.4%
1	208	10.0%
8	191	9.2%
4	153	7.4%
9	109	5.2%
6	92	4.4%
7	87	4.2%

Lowercase Letter

Value	Count	Frequency (%)
m	5	19.2%
e	5	19.2%
n	4	15.4%
s	3	11.5%
u	3	11.5%
l	3	11.5%
p	3	11.5%

Other Punctuation

Value	Count	Frequency (%)
.	215	78.5%
/	51	18.6%
&	4	1.5%
;	3	1.1%
#	1	0.4%

Space Separator

Value	Count	Frequency (%)
	1326	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	37	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Math Symbol

Value	Count	Frequency (%)
+	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3724	50.0%
Latin	3719	50.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
V	1268	34.1%
G	731	19.7%
K	517	13.9%
I	433	11.6%
M	426	11.5%
F	275	7.4%
A	22	0.6%
B	10	0.3%
m	5	0.1%
e	5	0.1%
Other values (12)	27	0.7%

Common

Value	Count	Frequency (%)
	1326	35.6%
0	438	11.8%
5	366	9.8%
2	218	5.9%
3	216	5.8%
.	215	5.8%
1	208	5.6%
8	191	5.1%
4	153	4.1%
9	109	2.9%
Other values (10)	284	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7443	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1326	17.8%
V	1268	17.0%
G	731	9.8%
K	517	6.9%
0	438	5.9%
I	433	5.8%
M	426	5.7%
5	366	4.9%
F	275	3.7%
2	218	2.9%
Other values (32)	1445	19.4%

st_teff
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	4198
Distinct (%)	13.4%
Missing	2377
Missing (%)	7.0%
Infinite	0
Infinite (%)	0.0%
Mean	5474.992311

Minimum	575
Maximum	57000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	575
5-th percentile	3867
Q1	5110
median	5617
Q3	5955
95-th percentile	6354
Maximum	57000
Range	56425
Interquartile range (IQR)	845

Descriptive statistics

Standard deviation	1009.645082
Coefficient of variation (CV)	0.1844103197
Kurtosis	623.1056048
Mean	5474.992311
Median Absolute Deviation (MAD)	402
Skewness	15.50037334
Sum	171597209
Variance	1019383.193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5900	82	0.2%
5600	73	0.2%
6063	56	0.2%
5741	53	0.2%
5825	52	0.2%
5800	51	0.2%
6210	51	0.2%
6184	50	0.1%
5250	49	0.1%
5700	49	0.1%
Other values (4188)	30776	91.3%
(Missing)	2377	7.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
575	1	< 0.1%
580.5	1	< 0.1%
2320	1	< 0.1%
2375	1	< 0.1%
2550	2	< 0.1%
2559	7	< 0.1%
2566	7	< 0.1%
2620	1	< 0.1%
2700	1	< 0.1%
2703	5	< 0.1%

Value	Count	Frequency (%)
57000	2	< 0.1%
40000	1	< 0.1%
32780	4	< 0.1%
29564	3	< 0.1%
29300	1	< 0.1%
27730	2	< 0.1%
27500	3	< 0.1%
21700	1	< 0.1%
10900	1	< 0.1%
10700	1	< 0.1%

st_rad
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
SKEWED

Distinct	553
Distinct (%)	1.8%
Missing	2257
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.140893459

Minimum	0.01
Maximum	83.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.53
Q1	0.79
median	0.95
Q3	1.2
95-th percentile	1.82
Maximum	83.8
Range	83.79
Interquartile range (IQR)	0.41

Descriptive statistics

Standard deviation	1.671907819
Coefficient of variation (CV)	1.465437291
Kurtosis	725.3741893
Mean	1.140893459
Median Absolute Deviation (MAD)	0.19
Skewness	23.0423617
Sum	35894.79
Variance	2.795275757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.83	557	1.7%
0.8	542	1.6%
0.85	538	1.6%
0.94	518	1.5%
0.89	515	1.5%
0.87	510	1.5%
0.86	507	1.5%
0.77	502	1.5%
0.81	499	1.5%
0.79	482	1.4%
Other values (543)	26292	78.0%
(Missing)	2257	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.09	1	< 0.1%
0.11	5	< 0.1%
0.12	23	0.1%
0.14	4	< 0.1%
0.15	8	< 0.1%
0.16	17	0.1%
0.17	28	0.1%
0.18	8	< 0.1%
0.19	23	0.1%

Value	Count	Frequency (%)
83.8	1	< 0.1%
71.23	1	< 0.1%
71.02	1	< 0.1%
54.92	1	< 0.1%
51.1	2	< 0.1%
50.3	1	< 0.1%
49.7	1	< 0.1%
49	2	< 0.1%
47.2	1	< 0.1%
45.1	1	< 0.1%

st_mass
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	262
Distinct (%)	0.9%
Missing	5237
Missing (%)	15.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.94592971

Minimum	0
Maximum	23.56
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.52
Q1	0.82
median	0.96
Q3	1.07
95-th percentile	1.31
Maximum	23.56
Range	23.56
Interquartile range (IQR)	0.25

Descriptive statistics

Standard deviation	0.3199354566
Coefficient of variation (CV)	0.3382232878
Kurtosis	992.142865
Mean	0.94592971
Median Absolute Deviation (MAD)	0.12
Skewness	17.00348339
Sum	26941.97
Variance	0.1023586964
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	805	2.4%
1.01	690	2.0%
0.94	670	2.0%
1.02	668	2.0%
0.97	668	2.0%
0.98	665	2.0%
0.96	656	1.9%
1.03	654	1.9%
0.99	646	1.9%
0.95	621	1.8%
Other values (252)	21739	64.5%
(Missing)	5237	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.01	3	< 0.1%
0.02	10	< 0.1%
0.03	3	< 0.1%
0.04	2	< 0.1%
0.05	4	< 0.1%
0.06	8	< 0.1%
0.07	8	< 0.1%
0.08	26	0.1%
0.09	28	0.1%

Value	Count	Frequency (%)
23.56	1	< 0.1%
10.94	1	< 0.1%
10.83	1	< 0.1%
9.1	1	< 0.1%
9.06	1	< 0.1%
8.76	1	< 0.1%
6.73	1	< 0.1%
5.5	1	< 0.1%
4.3	3	< 0.1%
4.26	1	< 0.1%

st_met
Real number (ℝ)

MISSING
ZEROS

Distinct	712
Distinct (%)	3.3%
Missing	12431
Missing (%)	36.9%
Infinite	0
Infinite (%)	0.0%
Mean	-0.03163773018

Minimum	-2.5
Maximum	0.74
Zeros	749
Zeros (%)	2.2%
Negative	11051
Negative (%)	32.8%
Memory size	263.6 KiB

Quantile statistics

Minimum	-2.5
5-th percentile	-0.415
Q1	-0.16
median	-0.02
Q3	0.11625
95-th percentile	0.31
Maximum	0.74
Range	3.24
Interquartile range (IQR)	0.27625

Descriptive statistics

Standard deviation	0.2239456618
Coefficient of variation (CV)	-7.078436428
Kurtosis	4.237567011
Mean	-0.03163773018
Median Absolute Deviation (MAD)	0.14
Skewness	-0.8673645438
Sum	-673.504
Variance	0.05015165942
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	749	2.2%
0.07	622	1.8%
-0.02	599	1.8%
-0.1	580	1.7%
-0.14	533	1.6%
-0.2	524	1.6%
0.02	514	1.5%
-0.06	514	1.5%
-0.08	503	1.5%
-0.12	479	1.4%
Other values (702)	15671	46.5%
(Missing)	12431	36.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.5	3	< 0.1%
-1.7	4	< 0.1%
-1.46	4	< 0.1%
-1.44	3	< 0.1%
-1.42	4	< 0.1%
-1.38	3	< 0.1%
-1.08	4	< 0.1%
-1	6	< 0.1%
-0.98	7	< 0.1%
-0.96	20	0.1%

Value	Count	Frequency (%)
0.74	1	< 0.1%
0.56	50	0.1%
0.545	2	< 0.1%
0.54	1	< 0.1%
0.522	1	< 0.1%
0.514	1	< 0.1%
0.51	3	< 0.1%
0.5	3	< 0.1%
0.49	1	< 0.1%
0.48	62	0.2%

st_metratio
Categorical

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	12620
Missing (%)	37.4%
Memory size	263.6 KiB

[Fe/H]	17211
[M/H]	3843
[m/H]	38
[Me/H]	5
[Fe/H[	2

Length

Max length	6
Median length	6
Mean length	5.816057633
Min length	5

Characters and Unicode

Total characters	122713
Distinct characters	8
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	[Fe/H]
2nd row	[Fe/H]
3rd row	[Fe/H]
4th row	[Fe/H]
5th row	[Fe/H]

Common Values

Value	Count	Frequency (%)
[Fe/H]	17211	51.0%
[M/H]	3843	11.4%
[m/H]	38	0.1%
[Me/H]	5	< 0.1%
[Fe/H[	2	< 0.1%
(Missing)	12620	37.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
fe/h	17213	81.6%
m/h	3881	18.4%
me/h	5	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
[	21101	17.2%
/	21099	17.2%
H	21099	17.2%
]	21097	17.2%
e	17218	14.0%
F	17213	14.0%
M	3848	3.1%
m	38	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	42160	34.4%
Open Punctuation	21101	17.2%
Other Punctuation	21099	17.2%
Close Punctuation	21097	17.2%
Lowercase Letter	17256	14.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
H	21099	50.0%
F	17213	40.8%
M	3848	9.1%

Lowercase Letter

Value	Count	Frequency (%)
e	17218	99.8%
m	38	0.2%

Open Punctuation

Value	Count	Frequency (%)
[	21101	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	21099	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	21097	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	63297	51.6%
Latin	59416	48.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
H	21099	35.5%
e	17218	29.0%
F	17213	29.0%
M	3848	6.5%
m	38	0.1%

Common

Value	Count	Frequency (%)
[	21101	33.3%
/	21099	33.3%
]	21097	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	122713	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
[	21101	17.2%
/	21099	17.2%
H	21099	17.2%
]	21097	17.2%
e	17218	14.0%
F	17213	14.0%
M	3848	3.1%
m	38	< 0.1%

st_logg
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	302
Distinct (%)	1.1%
Missing	5939
Missing (%)	17.6%
Infinite	0
Infinite (%)	0.0%
Mean	4.413044996

Minimum	1.1
Maximum	7.92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	1.1
5-th percentile	3.98
Q1	4.32
median	4.47
Q3	4.57
95-th percentile	4.73
Maximum	7.92
Range	6.82
Interquartile range (IQR)	0.25

Descriptive statistics

Standard deviation	0.2844614632
Coefficient of variation (CV)	0.06445922565
Kurtosis	22.90030782
Mean	4.413044996
Median Absolute Deviation (MAD)	0.12
Skewness	-3.073739527
Sum	122594.39
Variance	0.08091832405
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.54	818	2.4%
4.5	792	2.3%
4.49	751	2.2%
4.47	740	2.2%
4.56	738	2.2%
4.51	729	2.2%
4.55	693	2.1%
4.58	693	2.1%
4.57	662	2.0%
4.52	661	2.0%
Other values (292)	20503	60.8%
(Missing)	5939	17.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.1	1	< 0.1%
1.2	1	< 0.1%
1.3	2	< 0.1%
1.4	4	< 0.1%
1.44	2	< 0.1%
1.5	1	< 0.1%
1.51	2	< 0.1%
1.6	1	< 0.1%
1.62	2	< 0.1%
1.66	1	< 0.1%

Value	Count	Frequency (%)
7.92	1	< 0.1%
5.74	4	< 0.1%
5.52	2	< 0.1%
5.51	3	< 0.1%
5.4	3	< 0.1%
5.35	3	< 0.1%
5.28	3	< 0.1%
5.27	5	< 0.1%
5.24	7	< 0.1%
5.21	3	< 0.1%

sy_refname
Categorical

HIGH CARDINALITY

Distinct	149
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	33286
<a refstr=YANG_ET_AL__2022 href=https://ui.adsabs.harvard.edu/abs/2022MNRAS.tmp.1872Y/abstract target=ref>Yang et al. 2022</a>	18
<a refstr=STREET_ET_AL__2016 href=https://ui.adsabs.harvard.edu/abs/2016ApJ...819...93S/abstract target=ref>Street et al. 2016</a>	16
<a refstr=KOSHIMOTO_ET_AL__2017 href=https://ui.adsabs.harvard.edu/abs/2017AJ....153....1K/abstract target=ref>Koshimoto et al. 2017</a>	12
<a refstr=RYU_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..151R/abstract target=ref>Ryu et al. 2019</a>	11
Other values (144)	376

Length

Max length	160
Median length	118
Mean length	118.1495893
Min length	118

Characters and Unicode

Total characters	3983886
Distinct characters	70
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	43 ?
Unique (%)	0.1%

Sample

1st row	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>
2nd row	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>
3rd row	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>
4th row	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>
5th row	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>

Common Values

Value	Count	Frequency (%)
<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	33286	98.7%
<a refstr=YANG_ET_AL__2022 href=https://ui.adsabs.harvard.edu/abs/2022MNRAS.tmp.1872Y/abstract target=ref>Yang et al. 2022</a>	18	0.1%
<a refstr=STREET_ET_AL__2016 href=https://ui.adsabs.harvard.edu/abs/2016ApJ...819...93S/abstract target=ref>Street et al. 2016</a>	16	< 0.1%
<a refstr=KOSHIMOTO_ET_AL__2017 href=https://ui.adsabs.harvard.edu/abs/2017AJ....153....1K/abstract target=ref>Koshimoto et al. 2017</a>	12	< 0.1%
<a refstr=RYU_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..151R/abstract target=ref>Ryu et al. 2019</a>	11	< 0.1%
<a refstr=HAN_ET_AL__2020 href=https://ui.adsabs.harvard.edu/abs/2020A&A...642A.110H/abstract target=ref>Han et al. 2020</a>	10	< 0.1%
<a refstr=HAN_ET_AL__2022 href=https://ui.adsabs.harvard.edu/abs/2022A&A...664A..33H/abstract target=ref>Han et al. 2022</a>	9	< 0.1%
<a refstr=UDALSKI_ET_AL__2002 href=https://ui.adsabs.harvard.edu/abs/2002AcA....52..115U/abstract target=ref> Udalski et al. 2002 </a>	9	< 0.1%
<a refstr=SHVARTZVALD_ET_AL__2017 href=https://ui.adsabs.harvard.edu/abs/2017ApJ...840L...3S/abstract target=ref>Shvartzvald et al. 2017</a>	8	< 0.1%
<a refstr=ZANG_ET_AL__2021 href=https://ui.adsabs.harvard.edu/abs/2021RAA....21..239Z/abstract target=ref>Zang et al. 2021</a>	8	< 0.1%
Other values (139)	332	1.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
a	33786	24.8%
refstr=stassun_et_al__2019	33286	24.4%
href=https://ui.adsabs.harvard.edu/abs/2019aj....158..138s/abstract	33286	24.4%
target=ref>ticv8</a	33286	24.4%
et	419	0.3%
al	419	0.3%
target=ref>han	86	0.1%
target=ref	67	< 0.1%
2020</a	65	< 0.1%
2018</a	52	< 0.1%
Other values (376)	1562	1.1%

Most occurring characters

Value	Count	Frequency (%)
a	337959	8.5%
.	303713	7.6%
r	269831	6.8%
t	236616	5.9%
s	202390	5.1%
/	202314	5.1%
e	169154	4.2%
_	134879	3.4%
1	134571	3.4%
S	133442	3.3%
Other values (60)	1859017	46.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1891781	47.5%
Uppercase Letter	572014	14.4%
Other Punctuation	539804	13.5%
Decimal Number	506778	12.7%
Math Symbol	236033	5.9%
Connector Punctuation	134879	3.4%
Space Separator	102595	2.6%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	133442	23.3%
A	101162	17.7%
T	100436	17.6%
E	33849	5.9%
L	33803	5.9%
J	33659	5.9%
N	33636	5.9%
U	33446	5.8%
I	33436	5.8%
C	33366	5.8%
Other values (15)	1779	0.3%

Lowercase Letter

Value	Count	Frequency (%)
a	337959	17.9%
r	269831	14.3%
t	236616	12.5%
s	202390	10.7%
e	169154	8.9%
d	101218	5.4%
h	101217	5.4%
b	101161	5.3%
f	101157	5.3%
u	67550	3.6%
Other values (13)	203528	10.8%

Decimal Number

Value	Count	Frequency (%)
1	134571	26.6%
8	100222	19.8%
2	68710	13.6%
0	68296	13.5%
9	66933	13.2%
5	33650	6.6%
3	33512	6.6%
6	331	0.1%
7	306	0.1%
4	247	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	303713	56.3%
/	202314	37.5%
:	33719	6.2%
&	48	< 0.1%
%	5	< 0.1%
;	5	< 0.1%

Math Symbol

Value	Count	Frequency (%)
=	101157	42.9%
<	67438	28.6%
>	67438	28.6%

Connector Punctuation

Value	Count	Frequency (%)
_	134879	100.0%

Space Separator

Value	Count	Frequency (%)
	102595	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2463795	61.8%
Common	1520091	38.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	337959	13.7%
r	269831	11.0%
t	236616	9.6%
s	202390	8.2%
e	169154	6.9%
S	133442	5.4%
d	101218	4.1%
h	101217	4.1%
A	101162	4.1%
b	101161	4.1%
Other values (38)	709645	28.8%

Common

Value	Count	Frequency (%)
.	303713	20.0%
/	202314	13.3%
_	134879	8.9%
1	134571	8.9%
	102595	6.7%
=	101157	6.7%
8	100222	6.6%
2	68710	4.5%
0	68296	4.5%
<	67438	4.4%
Other values (12)	236196	15.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3983886	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	337959	8.5%
.	303713	7.6%
r	269831	6.8%
t	236616	5.9%
s	202390	5.1%
/	202314	5.1%
e	169154	4.2%
_	134879	3.4%
1	134571	3.4%
S	133442	3.3%
Other values (60)	1859017	46.7%

rastr
Categorical

HIGH CARDINALITY

Distinct	3885
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

19h48m27.62s	85
19h51m22.15s	76
19h54m36.66s	75
19h06m09.61s	69
19h44m27.02s	62
Other values (3880)	33352

Length

Max length	13
Median length	12
Mean length	11.99911029
Min length	11

Characters and Unicode

Total characters	404598
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	441 ?
Unique (%)	1.3%

Sample

1st row	12h20m42.91s
2nd row	12h20m42.91s
3rd row	15h17m05.90s
4th row	15h17m05.90s
5th row	15h17m05.90s

Common Values

Value	Count	Frequency (%)
19h48m27.62s	85	0.3%
19h51m22.15s	76	0.2%
19h54m36.66s	75	0.2%
19h06m09.61s	69	0.2%
19h44m27.02s	62	0.2%
18h57m44.03s	62	0.2%
19h16m18.61s	62	0.2%
18h59m45.86s	60	0.2%
19h10m47.52s	60	0.2%
19h04m18.98s	58	0.2%
Other values (3875)	33050	98.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
19h48m27.62s	85	0.3%
19h51m22.15s	76	0.2%
19h54m36.66s	75	0.2%
19h06m09.61s	69	0.2%
19h44m27.02s	62	0.2%
18h57m44.03s	62	0.2%
19h16m18.61s	62	0.2%
18h59m45.86s	60	0.2%
19h10m47.52s	60	0.2%
19h04m18.98s	58	0.2%
Other values (3875)	33050	98.0%

Most occurring characters

Value	Count	Frequency (%)
1	53738	13.3%
9	37116	9.2%
h	33719	8.3%
m	33719	8.3%
.	33719	8.3%
s	33719	8.3%
2	28105	6.9%
0	28058	6.9%
5	25682	6.3%
4	25501	6.3%
Other values (4)	71522	17.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	269722	66.7%
Lowercase Letter	101157	25.0%
Other Punctuation	33719	8.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	53738	19.9%
9	37116	13.8%
2	28105	10.4%
0	28058	10.4%
5	25682	9.5%
4	25501	9.5%
3	25430	9.4%
8	17709	6.6%
6	14335	5.3%
7	14048	5.2%

Lowercase Letter

Value	Count	Frequency (%)
h	33719	33.3%
m	33719	33.3%
s	33719	33.3%

Other Punctuation

Value	Count	Frequency (%)
.	33719	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	303441	75.0%
Latin	101157	25.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	53738	17.7%
9	37116	12.2%
.	33719	11.1%
2	28105	9.3%
0	28058	9.2%
5	25682	8.5%
4	25501	8.4%
3	25430	8.4%
8	17709	5.8%
6	14335	4.7%

Latin

Value	Count	Frequency (%)
h	33719	33.3%
m	33719	33.3%
s	33719	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	404598	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	53738	13.3%
9	37116	9.2%
h	33719	8.3%
m	33719	8.3%
.	33719	8.3%
s	33719	8.3%
2	28105	6.9%
0	28058	6.9%
5	25682	6.3%
4	25501	6.3%
Other values (4)	71522	17.7%

ra
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3893
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	267.1375655

Minimum	0.1856063
Maximum	359.9749837
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	0.1856063
5-th percentile	94.1120914
Q1	284.2513637
median	290.0305195
Q3	294.5589885
95-th percentile	299.6604865
Maximum	359.9749837
Range	359.7893774
Interquartile range (IQR)	10.3076248

Descriptive statistics

Standard deviation	65.72593542
Coefficient of variation (CV)	0.246037787
Kurtosis	5.261704401
Mean	267.1375655
Median Absolute Deviation (MAD)	5.013369
Skewness	-2.463442039
Sum	9007611.57
Variance	4319.898587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
297.1150949	85	0.3%
297.8423073	76	0.2%
298.652736	75	0.2%
286.5400278	69	0.2%
289.0775348	62	0.2%
284.4334642	62	0.2%
296.1125759	62	0.2%
284.9410627	60	0.2%
287.6979913	60	0.2%
286.0790779	58	0.2%
Other values (3883)	33050	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1856063	3	< 0.1%
0.325761	4	< 0.1%
0.3620995	6	< 0.1%
0.7744866	3	< 0.1%
1.0465696	6	< 0.1%
1.5836771	7	< 0.1%
2.072903	1	< 0.1%
2.2492922	1	< 0.1%
2.4694459	1	< 0.1%
2.9276336	1	< 0.1%

Value	Count	Frequency (%)
359.9749837	2	< 0.1%
359.9008737	9	< 0.1%
359.7933851	2	< 0.1%
359.7164302	2	< 0.1%
359.3490277	13	< 0.1%
359.1915117	3	< 0.1%
359.1519716	3	< 0.1%
358.6688767	2	< 0.1%
358.5588439	4	< 0.1%
358.5151344	2	< 0.1%

decstr
Categorical

HIGH CARDINALITY

Distinct	3894
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

+41d54m32.79s	85
+46d34m27.69s	76
+43d57m17.96s	75
+49d26m14.14s	69
+39d58m43.48s	62
Other values (3889)	33352

Length

Max length	14
Median length	13
Mean length	12.99053946
Min length	10

Characters and Unicode

Total characters	438028
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	446 ?
Unique (%)	1.3%

Sample

1st row	+17d47m35.71s
2nd row	+17d47m35.71s
3rd row	+71d49m26.19s
4th row	+71d49m26.19s
5th row	+71d49m26.19s

Common Values

Value	Count	Frequency (%)
+41d54m32.79s	85	0.3%
+46d34m27.69s	76	0.2%
+43d57m17.96s	75	0.2%
+49d26m14.14s	69	0.2%
+39d58m43.48s	62	0.2%
+46d00m18.61s	62	0.2%
+49d18m18.45s	62	0.2%
+46d33m59.22s	60	0.2%
+42d20m18.88s	60	0.2%
+39d16m41.65s	58	0.2%
Other values (3884)	33050	98.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
41d54m32.79s	85	0.3%
46d34m27.69s	76	0.2%
43d57m17.96s	75	0.2%
49d26m14.14s	69	0.2%
39d58m43.48s	62	0.2%
46d00m18.61s	62	0.2%
49d18m18.45s	62	0.2%
46d33m59.22s	60	0.2%
42d20m18.88s	60	0.2%
39d16m41.65s	58	0.2%
Other values (3884)	33050	98.0%

Most occurring characters

Value	Count	Frequency (%)
4	50292	11.5%
d	33719	7.7%
m	33719	7.7%
s	33719	7.7%
.	33698	7.7%
3	31996	7.3%
1	30003	6.8%
2	29841	6.8%
+	29651	6.8%
0	29576	6.8%
Other values (6)	101814	23.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	269454	61.5%
Lowercase Letter	101157	23.1%
Other Punctuation	33698	7.7%
Math Symbol	29651	6.8%
Dash Punctuation	4068	0.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	50292	18.7%
3	31996	11.9%
1	30003	11.1%
2	29841	11.1%
0	29576	11.0%
5	29385	10.9%
9	17820	6.6%
8	17746	6.6%
6	17138	6.4%
7	15657	5.8%

Lowercase Letter

Value	Count	Frequency (%)
d	33719	33.3%
m	33719	33.3%
s	33719	33.3%

Other Punctuation

Value	Count	Frequency (%)
.	33698	100.0%

Math Symbol

Value	Count	Frequency (%)
+	29651	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4068	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	336871	76.9%
Latin	101157	23.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	50292	14.9%
.	33698	10.0%
3	31996	9.5%
1	30003	8.9%
2	29841	8.9%
+	29651	8.8%
0	29576	8.8%
5	29385	8.7%
9	17820	5.3%
8	17746	5.3%
Other values (3)	36863	10.9%

Latin

Value	Count	Frequency (%)
d	33719	33.3%
m	33719	33.3%
s	33719	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	438028	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	50292	11.5%
d	33719	7.7%
m	33719	7.7%
s	33719	7.7%
.	33698	7.7%
3	31996	7.3%
1	30003	6.8%
2	29841	6.8%
+	29651	6.8%
0	29576	6.8%
Other values (6)	101814	23.2%

dec
Real number (ℝ)

HIGH CORRELATION

Distinct	3891
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.72690372

Minimum	-88.1211107
Maximum	85.7365329
Zeros	0
Zeros (%)	0.0%
Negative	4068
Negative (%)	12.1%
Memory size	263.6 KiB

Quantile statistics

Minimum	-88.1211107
5-th percentile	-29.1560639
Q1	38.8749152
median	42.8248275
Q3	46.6794847
95-th percentile	50.0403671
Maximum	85.7365329
Range	173.8576436
Interquartile range (IQR)	7.8045695

Descriptive statistics

Standard deviation	25.45722601
Coefficient of variation (CV)	0.7548047169
Kurtosis	4.326223892
Mean	33.72690372
Median Absolute Deviation (MAD)	3.8929623
Skewness	-2.227241041
Sum	1137237.466
Variance	648.0703563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41.9091092	85	0.3%
46.5743595	76	0.2%
43.9549884	75	0.2%
49.4372614	69	0.2%
46.0051696	62	0.2%
49.3051239	62	0.2%
39.9787451	62	0.2%
46.5664505	60	0.2%
42.3385782	60	0.2%
39.278237	58	0.2%
Other values (3881)	33050	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-88.1211107	2	< 0.1%
-86.979965	2	< 0.1%
-84.2317494	2	< 0.1%
-83.7437671	3	< 0.1%
-82.2188693	2	< 0.1%
-82.0274926	1	< 0.1%
-81.768451	1	< 0.1%
-81.4542756	1	< 0.1%
-80.4646041	14	< 0.1%
-80.2044169	2	< 0.1%

Value	Count	Frequency (%)
85.7365329	2	< 0.1%
85.2333208	4	< 0.1%
84.3337613	2	< 0.1%
83.6975307	3	< 0.1%
82.2454143	2	< 0.1%
81.3263096	3	< 0.1%
81.0389868	2	< 0.1%
80.1364033	1	< 0.1%
79.7894032	1	< 0.1%
79.2564761	2	< 0.1%

sy_dist
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	3849
Distinct (%)	11.7%
Missing	793
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	721.6127228

Minimum	1.30119
Maximum	8800
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	1.30119
5-th percentile	43.605075
Q1	313.068
median	621.855
Q3	961.907
95-th percentile	1657.36
Maximum	8800
Range	8798.69881
Interquartile range (IQR)	648.839

Descriptive statistics

Standard deviation	679.4276629
Coefficient of variation (CV)	0.9415405819
Kurtosis	35.13923048
Mean	721.6127228
Median Absolute Deviation (MAD)	318.127
Skewness	4.485961484
Sum	23759820.51
Variance	461621.9492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
646.346	85	0.3%
323.847	76	0.2%
177.594	75	0.2%
1209.16	62	0.2%
369.451	62	0.2%
848.254	62	0.2%
335.307	60	0.2%
282.563	60	0.2%
428.018	58	0.2%
107.796	57	0.2%
Other values (3839)	32269	95.7%
(Missing)	793	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.30119	2	< 0.1%
3.2026	5	< 0.1%
3.29	2	< 0.1%
3.37454	1	< 0.1%
3.56228	4	< 0.1%
3.60304	4	< 0.1%
3.63857	1	< 0.1%
3.67278	3	< 0.1%
3.71207	9	< 0.1%
3.83078	2	< 0.1%

Value	Count	Frequency (%)
8800	1	< 0.1%
8600	1	< 0.1%
8200	1	< 0.1%
8100	1	< 0.1%
7730	1	< 0.1%
7720	1	< 0.1%
7700	3	< 0.1%
7680	2	< 0.1%
7600	2	< 0.1%
7580	2	< 0.1%

sy_vmag
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	2867
Distinct (%)	8.6%
Missing	422
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	13.72209632

Minimum	0.872
Maximum	45.34
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	0.872
5-th percentile	8.25
Q1	12.803
median	14.315
Q3	15.313
95-th percentile	16.154
Maximum	45.34
Range	44.468
Interquartile range (IQR)	2.51

Descriptive statistics

Standard deviation	2.364059166
Coefficient of variation (CV)	0.172281196
Kurtosis	6.076806133
Mean	13.72209632
Median Absolute Deviation (MAD)	1.163
Skewness	-1.144050549
Sum	456904.6411
Variance	5.588775738
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.379	91	0.3%
13.965	87	0.3%
13.817	85	0.3%
15.138	85	0.3%
16.36	76	0.2%
16.363	75	0.2%
15.161	73	0.2%
16.303	68	0.2%
15.541	67	0.2%
15.297	63	0.2%
Other values (2857)	32527	96.5%
(Missing)	422	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.872	1	< 0.1%
1.12512	4	< 0.1%
1.99509	1	< 0.1%
2.00538	1	< 0.1%
2.0569	1	< 0.1%
3.23006	3	< 0.1%
3.29668	5	< 0.1%
3.31216	4	< 0.1%
3.35214	1	< 0.1%
3.49607	4	< 0.1%

Value	Count	Frequency (%)
45.34	1	< 0.1%
44.61	1	< 0.1%
43.94	1	< 0.1%
41.62	1	< 0.1%
34.1	1	< 0.1%
32.85	1	< 0.1%
29.3	1	< 0.1%
26.42	6	< 0.1%
26.1	1	< 0.1%
24.73	1	< 0.1%

sy_kmag
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	3019
Distinct (%)	9.1%
Missing	443
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	11.71256356

Minimum	-3.044
Maximum	35.33
Zeros	0
Zeros (%)	0.0%
Negative	8
Negative (%)	< 0.1%
Memory size	263.6 KiB

Quantile statistics

Minimum	-3.044
5-th percentile	6.3275
Q1	10.971
median	12.365
Q3	13.206
95-th percentile	13.916
Maximum	35.33
Range	38.374
Interquartile range (IQR)	2.235

Descriptive statistics

Standard deviation	2.259070459
Coefficient of variation (CV)	0.1928758335
Kurtosis	4.17456614
Mean	11.71256356
Median Absolute Deviation (MAD)	0.994
Skewness	-1.560801304
Sum	389747.2651
Variance	5.10339934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.383	97	0.3%
12.826	94	0.3%
13.633	92	0.3%
11.966	86	0.3%
13.512	86	0.3%
12.18	85	0.3%
13.518	77	0.2%
13.343	77	0.2%
12.757	76	0.2%
12.626	75	0.2%
Other values (3009)	32431	96.2%
(Missing)	443	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.044	1	< 0.1%
-1.287	1	< 0.1%
-0.936	4	< 0.1%
-0.806	1	< 0.1%
-0.783	1	< 0.1%
0.19	1	< 0.1%
0.671	5	< 0.1%
0.779	3	< 0.1%
1.038	3	< 0.1%
1.225	4	< 0.1%

Value	Count	Frequency (%)
35.33	1	< 0.1%
33.11	1	< 0.1%
31.09	1	< 0.1%
28.29	1	< 0.1%
25.5	1	< 0.1%
24.7	1	< 0.1%
23.93	2	< 0.1%
23.66	1	< 0.1%
23.4	3	< 0.1%
23.3	1	< 0.1%

sy_gaiamag
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	3612
Distinct (%)	10.9%
Missing	726
Missing (%)	2.2%
Infinite	0
Infinite (%)	0.0%
Mean	13.49266732

Minimum	2.92627
Maximum	20.1861
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	263.6 KiB

Quantile statistics

Minimum	2.92627
5-th percentile	8.050538
Q1	12.6373
median	14.1237
Q3	15.0782
95-th percentile	15.8265
Maximum	20.1861
Range	17.25983
Interquartile range (IQR)	2.4409

Descriptive statistics

Standard deviation	2.295480564
Coefficient of variation (CV)	0.1701280044
Kurtosis	2.677710801
Mean	13.49266732
Median Absolute Deviation (MAD)	1.117
Skewness	-1.618300635
Sum	445163.5728
Variance	5.26923102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.7062	85	0.3%
15.8123	76	0.2%
14.5994	75	0.2%
15.9015	69	0.2%
13.7397	62	0.2%
14.7555	62	0.2%
13.9513	62	0.2%
15.4089	60	0.2%
12.4535	60	0.2%
15.9695	58	0.2%
Other values (3602)	32324	95.9%
(Missing)	726	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.92627	3	< 0.1%
2.96828	5	< 0.1%
3.04628	1	< 0.1%
3.09653	4	< 0.1%
3.14432	1	< 0.1%
3.24854	4	< 0.1%
3.27298	3	< 0.1%
3.41425	1	< 0.1%
3.47719	5	< 0.1%
3.52769	1	< 0.1%

Value	Count	Frequency (%)
20.1861	1	< 0.1%
19.879	1	< 0.1%
18.9668	1	< 0.1%
18.912	2	< 0.1%
18.765	1	< 0.1%
18.6333	2	< 0.1%
18.5577	1	< 0.1%
17.4229	1	< 0.1%
17.4076	2	< 0.1%
17.2934	1	< 0.1%

rowupdate
Categorical

HIGH CARDINALITY

Distinct	362
Distinct (%)	1.1%
Missing	1
Missing (%)	< 0.1%
Memory size	263.6 KiB

2018-09-25	2778
2014-11-21	2658
2017-05-08	2651
2015-08-25	2638
2014-11-18	2622
Other values (357)	20371

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	337180
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38 ?
Unique (%)	0.1%

Sample

1st row	2014-05-14
2nd row	2014-07-23
3rd row	2018-04-25
4th row	2018-04-25
5th row	2018-09-04

Common Values

Value	Count	Frequency (%)
2018-09-25	2778	8.2%
2014-11-21	2658	7.9%
2017-05-08	2651	7.9%
2015-08-25	2638	7.8%
2014-11-18	2622	7.8%
2013-10-28	2269	6.7%
2018-09-04	2233	6.6%
2016-05-06	2210	6.6%
2019-04-16	1961	5.8%
2016-07-26	1777	5.3%
Other values (352)	9921	29.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2018-09-25	2778	8.2%
2014-11-21	2658	7.9%
2017-05-08	2651	7.9%
2015-08-25	2638	7.8%
2014-11-18	2622	7.8%
2013-10-28	2269	6.7%
2018-09-04	2233	6.6%
2016-05-06	2210	6.6%
2019-04-16	1961	5.8%
2016-07-26	1777	5.3%
Other values (352)	9921	29.4%

Most occurring characters

Value	Count	Frequency (%)
0	72185	21.4%
-	67436	20.0%
1	58598	17.4%
2	56754	16.8%
8	19409	5.8%
5	17052	5.1%
4	13943	4.1%
6	11815	3.5%
9	10467	3.1%
7	5613	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	269744	80.0%
Dash Punctuation	67436	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	72185	26.8%
1	58598	21.7%
2	56754	21.0%
8	19409	7.2%
5	17052	6.3%
4	13943	5.2%
6	11815	4.4%
9	10467	3.9%
7	5613	2.1%
3	3908	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	67436	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	337180	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	72185	21.4%
-	67436	20.0%
1	58598	17.4%
2	56754	16.8%
8	19409	5.8%
5	17052	5.1%
4	13943	4.1%
6	11815	3.5%
9	10467	3.1%
7	5613	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	337180	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	72185	21.4%
-	67436	20.0%
1	58598	17.4%
2	56754	16.8%
8	19409	5.8%
5	17052	5.1%
4	13943	4.1%
6	11815	3.5%
9	10467	3.1%
7	5613	1.7%

pl_pubdate
Categorical

HIGH CARDINALITY

Distinct	265
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

2018-08-16	2668
2014-12-18	2658
2017-08-31 00:00	2651
2015-09-24	2639
2014-12-04	2622
Other values (260)	20481

Length

Max length	16
Median length	7
Mean length	8.851389424
Min length	7

Characters and Unicode

Total characters	298460
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23 ?
Unique (%)	0.1%

Sample

1st row	2008-01
2nd row	2011-08
3rd row	2009-10
4th row	2011-08
5th row	2017-03

Common Values

Value	Count	Frequency (%)
2018-08-16	2668	7.9%
2014-12-18	2658	7.9%
2017-08-31 00:00	2651	7.9%
2015-09-24	2639	7.8%
2014-12-04	2622	7.8%
2016-05	2288	6.8%
2014-01-08	2269	6.7%
2018-10	2141	6.3%
2019-03	2004	5.9%
2016-07	1893	5.6%
Other values (255)	9886	29.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2018-08-16	2668	7.3%
2014-12-18	2658	7.3%
2017-08-31	2651	7.3%
00:00	2651	7.3%
2015-09-24	2639	7.3%
2014-12-04	2622	7.2%
2016-05	2288	6.3%
2014-01-08	2269	6.2%
2018-10	2141	5.9%
2019-03	2004	5.5%
Other values (256)	11779	32.4%

Most occurring characters

Value	Count	Frequency (%)
0	77711	26.0%
1	51874	17.4%
-	49226	16.5%
2	47414	15.9%
8	16407	5.5%
4	15011	5.0%
6	8302	2.8%
7	7678	2.6%
3	6715	2.2%
9	6510	2.2%
Other values (3)	11612	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	243932	81.7%
Dash Punctuation	49226	16.5%
Space Separator	2651	0.9%
Other Punctuation	2651	0.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	77711	31.9%
1	51874	21.3%
2	47414	19.4%
8	16407	6.7%
4	15011	6.2%
6	8302	3.4%
7	7678	3.1%
3	6715	2.8%
9	6510	2.7%
5	6310	2.6%

Dash Punctuation

Value	Count	Frequency (%)
-	49226	100.0%

Space Separator

Value	Count	Frequency (%)
	2651	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	2651	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	298460	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	77711	26.0%
1	51874	17.4%
-	49226	16.5%
2	47414	15.9%
8	16407	5.5%
4	15011	5.0%
6	8302	2.8%
7	7678	2.6%
3	6715	2.2%
9	6510	2.2%
Other values (3)	11612	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	298460	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	77711	26.0%
1	51874	17.4%
-	49226	16.5%
2	47414	15.9%
8	16407	5.5%
4	15011	5.0%
6	8302	2.8%
7	7678	2.6%
3	6715	2.2%
9	6510	2.2%
Other values (3)	11612	3.9%

releasedate
Categorical

HIGH CARDINALITY

Distinct	320
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	263.6 KiB

2018-09-25	2668
2014-11-21	2658
2017-05-08	2651
2015-08-25	2638
2014-11-18	2622
Other values (315)	20482

Length

Max length	19
Median length	10
Mean length	10.00053382
Min length	10

Characters and Unicode

Total characters	337208
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	21 ?
Unique (%)	0.1%

Sample

1st row	2014-05-14
2nd row	2014-07-23
3rd row	2014-05-14
4th row	2014-07-23
5th row	2018-09-06

Common Values

Value	Count	Frequency (%)
2018-09-25	2668	7.9%
2014-11-21	2658	7.9%
2017-05-08	2651	7.9%
2015-08-25	2638	7.8%
2014-11-18	2622	7.8%
2018-09-06	2329	6.9%
2013-10-28	2269	6.7%
2016-05-10	2268	6.7%
2019-04-18	1977	5.9%
2016-07-28	1892	5.6%
Other values (310)	9747	28.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2018-09-25	2668	7.9%
2014-11-21	2658	7.9%
2017-05-08	2651	7.9%
2015-08-25	2638	7.8%
2014-11-18	2622	7.8%
2018-09-06	2329	6.9%
2013-10-28	2269	6.7%
2016-05-10	2268	6.7%
2019-04-18	1977	5.9%
2016-07-28	1892	5.6%
Other values (311)	9749	28.9%

Most occurring characters

Value	Count	Frequency (%)
0	71575	21.2%
-	67438	20.0%
1	62180	18.4%
2	55913	16.6%
8	22329	6.6%
5	17445	5.2%
4	11693	3.5%
9	10242	3.0%
6	8624	2.6%
7	5884	1.7%
Other values (3)	3885	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	269764	80.0%
Dash Punctuation	67438	20.0%
Other Punctuation	4	< 0.1%
Space Separator	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	71575	26.5%
1	62180	23.0%
2	55913	20.7%
8	22329	8.3%
5	17445	6.5%
4	11693	4.3%
9	10242	3.8%
6	8624	3.2%
7	5884	2.2%
3	3879	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	67438	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	4	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	337208	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	71575	21.2%
-	67438	20.0%
1	62180	18.4%
2	55913	16.6%
8	22329	6.6%
5	17445	5.2%
4	11693	3.5%
9	10242	3.0%
6	8624	2.6%
7	5884	1.7%
Other values (3)	3885	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	337208	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	71575	21.2%
-	67438	20.0%
1	62180	18.4%
2	55913	16.6%
8	22329	6.6%
5	17445	5.2%
4	11693	3.5%
9	10242	3.0%
6	8624	2.6%
7	5884	1.7%
Other values (3)	3885	1.2%

Auto

The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	loc_rowid	pl_name	hostname	default_flag	sy_snum	sy_pnum	discoverymethod	disc_year	disc_facility	soltype	pl_refname	pl_orbper	pl_orbsmax	pl_rade	pl_radj	pl_bmasse	pl_bmassj	pl_bmassprov	pl_orbeccen	pl_insol	pl_eqt	st_refname	st_spectype	st_teff	st_rad	st_mass	st_met	st_metratio	st_logg	sy_refname	rastr	ra	decstr	dec	sy_dist	sy_vmag	sy_kmag	sy_gaiamag	rowupdate	pl_pubdate	releasedate
0	1	11 Com b	11 Com	1	2	1	Radial Velocity	2007	Xinglong Station	Published Confirmed	<a refstr=LIU_ET_AL__2008 href=https://ui.adsabs.harvard.edu/abs/2008ApJ...672..553L/abstract target=ref> Liu et al. 2008 </a>	326.03000	1.290	NaN	NaN	6165.60000	19.400	Msini	0.2310	NaN	NaN	<a refstr=LIU_ET_AL__2008 href=https://ui.adsabs.harvard.edu/abs/2008ApJ...672..553L/abstract target=ref> Liu et al. 2008 </a>	G8 III	4742.00	19.00	2.70	-0.350	[Fe/H]	2.31	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	12h20m42.91s	185.178779	+17d47m35.71s	17.793252	93.1846	4.72307	2.282	4.44038	2014-05-14	2008-01	2014-05-14
1	2	11 Com b	11 Com	0	2	1	Radial Velocity	2007	Xinglong Station	Published Confirmed	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>	NaN	1.210	NaN	NaN	5434.70000	17.100	Msini	NaN	NaN	NaN	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>	NaN	NaN	NaN	2.60	NaN	NaN	NaN	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	12h20m42.91s	185.178779	+17d47m35.71s	17.793252	93.1846	4.72307	2.282	4.44038	2014-07-23	2011-08	2014-07-23
2	3	11 UMi b	11 UMi	0	1	1	Radial Velocity	2009	Thueringer Landessternwarte Tautenburg	Published Confirmed	<a refstr=DOLLINGER_ET_AL__2009 href=https://ui.adsabs.harvard.edu/abs/2009A&A...505.1311D/abstract target=ref> Dollinger et al. 2009 </a>	516.22000	1.540	NaN	NaN	3337.07000	10.500	Msini	0.0800	NaN	NaN	<a refstr=DOLLINGER_ET_AL__2009 href=https://ui.adsabs.harvard.edu/abs/2009A&A...505.1311D/abstract target=ref> Dollinger et al. 2009 </a>	K4 III	4340.00	24.08	1.80	0.040	[Fe/H]	1.60	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	15h17m05.90s	229.274595	+71d49m26.19s	71.823943	125.3210	5.01300	1.939	4.56216	2018-04-25	2009-10	2014-05-14
3	4	11 UMi b	11 UMi	0	1	1	Radial Velocity	2009	Thueringer Landessternwarte Tautenburg	Published Confirmed	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>	NaN	1.510	NaN	NaN	3432.40000	10.800	Msini	NaN	NaN	NaN	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>	NaN	NaN	NaN	1.70	NaN	NaN	NaN	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	15h17m05.90s	229.274595	+71d49m26.19s	71.823943	125.3210	5.01300	1.939	4.56216	2018-04-25	2011-08	2014-07-23
4	5	11 UMi b	11 UMi	1	1	1	Radial Velocity	2009	Thueringer Landessternwarte Tautenburg	Published Confirmed	<a refstr=STASSUN_ET_AL__2017 href=https://ui.adsabs.harvard.edu/abs/2017AJ....153..136S/abstract target=ref>Stassun et al. 2017</a>	516.21997	1.530	NaN	NaN	4684.81420	14.740	Msini	0.0800	NaN	NaN	<a refstr=STASSUN_ET_AL__2017 href=https://ui.adsabs.harvard.edu/abs/2017AJ....153..136S/abstract target=ref>Stassun et al. 2017</a>	NaN	4213.00	29.79	2.78	-0.020	[Fe/H]	1.93	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	15h17m05.90s	229.274595	+71d49m26.19s	71.823943	125.3210	5.01300	1.939	4.56216	2018-09-04	2017-03	2018-09-06
5	6	14 And b	14 And	1	1	1	Radial Velocity	2008	Okayama Astrophysical Observatory	Published Confirmed	<a refstr=SATO_ET_AL__2008 href=https://ui.adsabs.harvard.edu/abs/2008PASJ...60.1317S/abstract target=ref> Sato et al. 2008 </a>	185.84000	0.830	NaN	NaN	1525.50000	4.800	Msini	0.0000	NaN	NaN	<a refstr=SATO_ET_AL__2008 href=https://ui.adsabs.harvard.edu/abs/2008PASJ...60.1317S/abstract target=ref> Sato et al. 2008 </a>	K0 III	4813.00	11.00	2.20	-0.240	[Fe/H]	2.63	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	23h31m17.80s	352.824150	+39d14m09.01s	39.235837	75.4392	5.23133	2.331	4.91781	2014-05-14	2008-12	2014-05-14
6	7	14 And b	14 And	0	1	1	Radial Velocity	2008	Okayama Astrophysical Observatory	Published Confirmed	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>	NaN	0.680	NaN	NaN	1017.00000	3.200	Msini	NaN	NaN	NaN	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>	NaN	NaN	NaN	1.20	NaN	NaN	NaN	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	23h31m17.80s	352.824150	+39d14m09.01s	39.235837	75.4392	5.23133	2.331	4.91781	2014-07-23	2011-08	2014-07-23
7	8	14 Her b	14 Her	0	1	2	Radial Velocity	2002	W. M. Keck Observatory	Published Confirmed	<a refstr=NAEF_ET_AL__2004 href=https://ui.adsabs.harvard.edu/abs/2004A&A...414..351N/abstract target=ref> Naef et al. 2004 </a>	1796.40000	2.800	NaN	NaN	1506.45000	4.740	Msini	0.3380	NaN	NaN	<a refstr=NAEF_ET_AL__2004 href=https://ui.adsabs.harvard.edu/abs/2004A&A...414..351N/abstract target=ref> Naef et al. 2004 </a>	NaN	5255.00	NaN	0.90	0.510	[Fe/H]	4.40	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	16h10m24.50s	242.602101	+43d48m58.90s	43.816362	17.9323	6.61935	4.714	6.38300	2018-04-25	2004-01	2014-08-21
8	9	14 Her b	14 Her	0	1	2	Radial Velocity	2002	W. M. Keck Observatory	Published Confirmed	<a refstr=ROSENTHAL_ET_AL__2021 href=https://ui.adsabs.harvard.edu/abs/2021ApJS..255....8R/abstract target=ref>Rosenthal et al. 2021</a>	1766.41000	2.830	NaN	NaN	1541.46777	4.850	Msini	0.3674	NaN	NaN	<a refstr=ROSENTHAL_ET_AL__2021 href=https://ui.adsabs.harvard.edu/abs/2021ApJS..255....8R/abstract target=ref>Rosenthal et al. 2021</a>	NaN	5314.94	1.00	0.97	0.405	[Fe/H]	4.43	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	16h10m24.50s	242.602101	+43d48m58.90s	43.816362	17.9323	6.61935	4.714	6.38300	2021-09-20	2021-07	2021-09-20
9	10	14 Her b	14 Her	0	1	2	Radial Velocity	2002	W. M. Keck Observatory	Published Confirmed	<a refstr=GOZDZIEWSKI_ET_AL__2008 href=https://ui.adsabs.harvard.edu/abs/2008MNRAS.385..957G/abstract target=ref> Gozdziewski et al. 2008</a>	1766.00000	2.864	NaN	NaN	1581.13800	4.975	Msini	0.3590	NaN	NaN	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	NaN	5280.00	1.00	0.91	0.400	[M/H]	4.40	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	16h10m24.50s	242.602101	+43d48m58.90s	43.816362	17.9323	6.61935	4.714	6.38300	2018-04-25	2008-04	2014-08-21

Last rows

	loc_rowid	pl_name	hostname	default_flag	sy_snum	sy_pnum	discoverymethod	disc_year	disc_facility	soltype	pl_refname	pl_orbper	pl_orbsmax	pl_rade	pl_radj	pl_bmasse	pl_bmassj	pl_bmassprov	pl_orbeccen	pl_insol	pl_eqt	st_refname	st_spectype	st_teff	st_rad	st_mass	st_met	st_metratio	st_logg	sy_refname	rastr	ra	decstr	dec	sy_dist	sy_vmag	sy_kmag	sy_gaiamag	rowupdate	pl_pubdate	releasedate
33709	33710	ups And c	ups And	0	2	3	Radial Velocity	1999	Multiple Observatories	Published Confirmed	<a refstr=WRIGHT_ET_AL__2009 href=https://ui.adsabs.harvard.edu/abs/2009ApJ...693.1084W/abstract target=ref> Wright et al. 2009 </a>	241.330	0.83200	NaN	NaN	610.23360	1.920	Msini	0.2240	NaN	NaN	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	NaN	6105.51	1.64	1.15	0.101	[M/H]	4.07	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	01h36m47.60s	24.198353	+41d24m13.73s	41.403815	13.4054	4.09565	2.859	3.98687	2015-04-24	2009-03	2015-04-24
33710	33711	ups And d	ups And	0	2	3	Radial Velocity	1999	Multiple Observatories	Published Confirmed	<a refstr=ROSENTHAL_ET_AL__2021 href=https://ui.adsabs.harvard.edu/abs/2021arXiv210511583R/abstract target=ref>Rosenthal et al. 2021</a>	1282.410	2.51700	NaN	NaN	1303.09647	4.100	Msini	0.2940	NaN	NaN	<a refstr=ROSENTHAL_ET_AL__2021 href=https://ui.adsabs.harvard.edu/abs/2021arXiv210511583R/abstract target=ref>Rosenthal et al. 2021</a>	NaN	6156.77	1.62	1.29	0.122	[Fe/H]	4.13	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	01h36m47.60s	24.198353	+41d24m13.73s	41.403815	13.4054	4.09565	2.859	3.98687	2021-09-20	2021-05	2021-09-20
33711	33712	ups And d	ups And	0	2	3	Radial Velocity	1999	Multiple Observatories	Published Confirmed	<a refstr=MCARTHUR_ET_AL__2010 href=https://ui.adsabs.harvard.edu/abs/2010ApJ...715.1203M/abstract target=ref>McArthur et al. 2010</a>	1281.507	2.53000	NaN	NaN	3257.74117	10.250	Mass	0.3160	NaN	NaN	<a refstr=MCARTHUR_ET_AL__2010 href=https://ui.adsabs.harvard.edu/abs/2010ApJ...715.1203M/abstract target=ref>McArthur et al. 2010</a>	F8 V	6089.00	1.64	1.31	0.131	[Fe/H]	4.25	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	01h36m47.60s	24.198353	+41d24m13.73s	41.403815	13.4054	4.09565	2.859	3.98687	2021-08-03	2010-06	2021-08-03
33712	33713	ups And d	ups And	0	2	3	Radial Velocity	1999	Multiple Observatories	Published Confirmed	<a refstr=WRIGHT_ET_AL__2009 href=https://ui.adsabs.harvard.edu/abs/2009ApJ...693.1084W/abstract target=ref> Wright et al. 2009 </a>	1278.100	2.53000	NaN	NaN	1312.63790	4.130	Msini	0.2670	NaN	NaN	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	NaN	6105.51	1.64	1.15	0.101	[M/H]	4.07	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	01h36m47.60s	24.198353	+41d24m13.73s	41.403815	13.4054	4.09565	2.859	3.98687	2015-04-24	2009-03	2015-04-24
33713	33714	ups And d	ups And	1	2	3	Radial Velocity	1999	Multiple Observatories	Published Confirmed	<a refstr=CURIEL_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011A&A...525A..78C/abstract target=ref> Curiel et al. 2011 </a>	1276.460	2.51329	NaN	NaN	1313.22000	4.132	Msini	0.2987	NaN	NaN	<a refstr=CURIEL_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011A&A...525A..78C/abstract target=ref> Curiel et al. 2011 </a>	F8 V	NaN	1.56	1.30	NaN	NaN	NaN	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	01h36m47.60s	24.198353	+41d24m13.73s	41.403815	13.4054	4.09565	2.859	3.98687	2019-01-28	2011-01	2019-01-31
33714	33715	ups And d	ups And	0	2	3	Radial Velocity	1999	Multiple Observatories	Published Confirmed	<a refstr=WITTENMYER_ET_AL__2007 href=https://ui.adsabs.harvard.edu/abs/2007ApJ...654..625W/abstract target=ref> Wittenmyer et al. 2007 </a>	1274.600	2.51000	NaN	NaN	1255.38000	3.950	Msini	0.2420	NaN	NaN	<a refstr=WITTENMYER_ET_AL__2007 href=https://ui.adsabs.harvard.edu/abs/2007ApJ...654..625W/abstract target=ref> Wittenmyer et al. 2007 </a>	F8 V	NaN	NaN	NaN	NaN	NaN	NaN	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	01h36m47.60s	24.198353	+41d24m13.73s	41.403815	13.4054	4.09565	2.859	3.98687	2014-09-18	2007-01	2014-09-18
33715	33716	ups And d	ups And	0	2	3	Radial Velocity	1999	Multiple Observatories	Published Confirmed	<a refstr=NAEF_ET_AL__2004 href=https://ui.adsabs.harvard.edu/abs/2004A&A...414..351N/abstract target=ref> Naef et al. 2004 </a>	1319.000	2.57000	NaN	NaN	1255.38000	3.950	Msini	0.2690	NaN	NaN	<a refstr=NAEF_ET_AL__2004 href=https://ui.adsabs.harvard.edu/abs/2004A&A...414..351N/abstract target=ref> Naef et al. 2004 </a>	NaN	NaN	NaN	NaN	NaN	NaN	NaN	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	01h36m47.60s	24.198353	+41d24m13.73s	41.403815	13.4054	4.09565	2.859	3.98687	2014-08-21	2004-01	2014-08-21
33716	33717	ups Leo b	ups Leo	1	1	1	Radial Velocity	2021	Okayama Astrophysical Observatory	Published Confirmed	<a refstr=TENG_ET_AL__2021 href=https://ui.adsabs.harvard.edu/abs/2021PASJ..tmp..128T/abstract target=ref>Teng et al. 2021</a>	385.200	1.18000	NaN	NaN	162.09249	0.510	Msini	0.3200	NaN	NaN	<a refstr=TENG_ET_AL__2021 href=https://ui.adsabs.harvard.edu/abs/2021PASJ..tmp..128T/abstract target=ref>Teng et al. 2021</a>	G9 III	4836.00	11.22	1.48	-0.200	[Fe/H]	2.46	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	11h36m56.93s	174.237219	-00d49m24.83s	-0.823564	52.5973	4.30490	2.184	4.03040	2022-01-10	2021-12	2022-01-10
33717	33718	xi Aql b	xi Aql	0	1	1	Radial Velocity	2007	Okayama Astrophysical Observatory	Published Confirmed	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>	NaN	0.58000	NaN	NaN	642.00000	2.020	Msini	NaN	NaN	NaN	<a refstr=KUNITOMO_ET_AL__2011 href=https://ui.adsabs.harvard.edu/abs/2011ApJ...737...66K/abstract target=ref> Kunitomo et al. 2011</a>	NaN	NaN	NaN	1.40	NaN	NaN	NaN	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	19h54m14.99s	298.562449	+08d27m39.98s	8.461105	56.1858	4.70964	2.171	4.42501	2014-07-23	2011-08	2014-07-23
33718	33719	xi Aql b	xi Aql	1	1	1	Radial Velocity	2007	Okayama Astrophysical Observatory	Published Confirmed	<a refstr=SATO_ET_AL__2008 href=https://ui.adsabs.harvard.edu/abs/2008PASJ...60..539S/abstract target=ref> Sato et al. 2008 </a>	136.750	0.68000	NaN	NaN	890.00000	2.800	Msini	0.0000	NaN	NaN	<a refstr=SATO_ET_AL__2008 href=https://ui.adsabs.harvard.edu/abs/2008PASJ...60..539S/abstract target=ref> Sato et al. 2008 </a>	NaN	4780.00	12.00	2.20	-0.205	[Fe/H]	2.66	<a refstr=STASSUN_ET_AL__2019 href=https://ui.adsabs.harvard.edu/abs/2019AJ....158..138S/abstract target=ref>TICv8</a>	19h54m14.99s	298.562449	+08d27m39.98s	8.461105	56.1858	4.70964	2.171	4.42501	2014-05-14	2008-06	2014-05-14

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Dash Punctuation

Space Separator

Math Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block